184 F.3d 846 (D.C. Cir. 1999)
Donald J. Hatch, Appellantv.District of Columbia, et al.,Appellees
No. 96-7247
United States Court of AppealsFOR THE DISTRICT OF COLUMBIA CIRCUIT
Argued May 6, 1999Decided July 30, 1999

Appeal from the United States District Court for the District of Columbia(No. 94cv01393)
Donald J. Hatch was on the briefs for appellant.
J. Alexander Ward, appointed by the court, argued the  cause and filed the briefs as amicus curiae on behalf of  appellant.
Mary L. Wilson, Assistant Corporation Counsel, argued  the cause for appellees.  With her on the brief were John M.  Ferren, Corporation Counsel, and Charles L. Reischel, Deputy Corporation Counsel.
Before:  Silberman, Williams and Tatel, Circuit Judges.
Opinion for the Court filed by Circuit Judge Tatel.
Tatel, Circuit Judge:


1
Under Sandin v. Conner, segregative confinement in prison implicates a liberty interest  protected by the Due Process Clause of the United States  Constitution only if it "imposes atypical and significant hardship on the inmate in relation to the ordinary incidents of  prison life."  515 U.S. 472, 484 (1995).  In this case brought  by a Lorton inmate claiming a liberty interest in avoiding  such confinement, we must define "the ordinary incidents of  prison life"--the comparative baseline for determining whether appellant's segregation was an "atypical and significant  hardship."  Considering Sandin's language and objectives,  we hold that due process is required when segregative confinement imposes an "atypical and significant hardship" on an  inmate in relation to the most restrictive conditions that  prison officials, exercising their administrative authority to  ensure institutional safety and good order, routinely impose  on inmates serving similar sentences.  For appellant, these  conditions include the usual conditions of administrative segregation at Lorton.  They also include more restrictive conditions at other prisons if it is likely both that inmates serving  sentences similar to appellant's will actually be transferred to  such prisons and that once transferred they will actually face  such conditions.  Because the district court did not apply this  standard, we reverse its grant of summary judgment for  appellee and remand for further consideration of appellant's  due process claim in light of this opinion.


2
* Appellant Donald Hatch is a District of Columbia convict  serving multiple sentences for armed robbery, kidnapping,  sodomy, and rape.  The events giving rise to this suit occurred while Hatch was an inmate at the Lorton Correctional  Complex.  Because the district court granted summary judgment for the District, we describe the facts in the light most  favorable to Hatch.  See Fed. R. Civ. P. 56(c);  DeGraff v.  District of Columbia, 120 F.3d 298, 299-300 (D.C. Cir. 1997).


3
On January 5, 1994, while working as head clerk at Lorton's law library, Hatch got into a fight with another prisoner over the use of a copy machine.  Immediately after the  incident, the prison Housing Board, which "determine[s] appropriate housing placement" to ensure prison safety and  security, D.C. Mun. Regs. tit. 28, § 522.1 (1987), assigned  Hatch to administrative segregation, a form of solitary confinement commonly used to separate disruptive prisoners.  In  addition, Hatch received a disciplinary report charging him  with fighting, lack of cooperation, and creating a disturbance--all "Class II" offenses under Lorton regulations.  See  id. §§ 503.1, 503.4, 503.5, 503.11.


4
On January 11, Hatch appeared before the prison Adjustment Board, which adjudicates charged offenses and imposes  disciplinary penalties.  See id. §§ 508-515.  Due to a mistake  in the disciplinary report, the Adjustment Board dismissed all  charges.  The next day, the Housing Board met to consider  Hatch's confinement.  Finding that Hatch posed a threat to  the orderly operation of the prison, the Housing Board recommended that he remain in administrative segregation. Hatch had no notice of the Housing Board meeting, did not  attend the meeting, and had no opportunity to testify or  present evidence.


5
On January 20, the Adjustment Board, which had previously dismissed the charges against Hatch, met again to consider  the same charges.  The Adjustment Board denied Hatch's  requests to speak on his own behalf, to cross-examine adverse  witnesses, and to call witnesses, including the writer of the  disciplinary report.  The Board acquitted him of creating a  disturbance and lack of cooperation, but found him guilty of  fighting.  It sentenced him to fourteen days of adjustment  segregation, another form of solitary confinement which, unlike administrative segregation, punishes individual inmates  for specific, proven acts of misconduct.


6
On March 21, the Housing Board, as required by Lorton  regulations, see id. § 527.1, conducted a sixty-day review of  Hatch's status.  Determining that Hatch no longer presented  a "management problem," it recommended that he be returned to the prison's general population.  Supervising officials approved this recommendation in early April, but Hatch remained in segregation until August 11--more than seven  months after his initial placement in segregation.  The District offers no explanation for this delay.  Hatch claims that  Lorton officials kept him in segregation because bed space  was unavailable in the general population.


7
Although Hatch's confinement consisted of two weeks of  adjustment segregation and twenty-nine weeks of administrative segregation, the conditions of his confinement remained  basically the same throughout the seven months.  Confined to  his cell twenty-three and a half hours per day on weekdays  and all forty-eight hours of the weekend, Hatch had no  outdoor recreation and was not allowed to work or to visit the  library, gym, health clinic, psychological services, mailroom,  clothing and bedding exchange, or culinary unit.  He had no  access to a dentist despite four written requests to have a  broken, decayed tooth extracted.  He had no opportunity to  wash his clothes or get a haircut.  Whenever he left the cell  block, he was transported in handcuffs and leg irons.  Prison  officials confiscated his legal papers and denied him access to  legal telephone calls for ninety days.


8
On June 24, while still in administrative segregation, Hatch  filed suit against the District of Columbia in the United  States District Court, alleging that his confinement in adjustment and administrative segregation violated the Due Process  Clause of the U.S. Constitution as well as D.C. regulations  governing Lorton.  The District moved to dismiss or, alternatively, for summary judgment.  After requesting additional  briefing on the conditions of Hatch's confinement, the district  court granted summary judgment for the District.  See Hatch  v. District of Columbia, No. 94-1393 (D.D.C. Oct. 11, 1996)  ("Mem. Order").  Applying Sandin v. Conner and assuming  Hatch's description of his confinement to be true, the court  determined that he "did not suffer an 'atypical and significant  hardship' " compared to "the typical restrictions imposed on  prisoners in the general population."  Mem. Order at 5.  It  thus concluded that under Sandin, Hatch had no liberty  interest in avoiding either adjustment or administrative segregation.  See id. at 5-6.


9
Hatch appeals pro se, aided by court-appointed counsel who  filed briefs and argued the case as amicus curiae.  Our review  is de novo.  See Tao v. Freeh, 27 F.3d 635, 638 (D.C. Cir.  1994).

II

10
Sandin v. Conner represents the culmination of a twentyyear effort by the Supreme Court to clarify when restrictions  imposed by prison officials on lawfully incarcerated inmates  constitute deprivations of "liberty" within the meaning of the  Due Process Clause.  Two basic principles have guided the  Court's effort.  The first is that prison officials need "broad  administrative and discretionary authority over the institutions they manage."  Hewitt v. Helms, 459 U.S. 460, 467  (1983).  Recognizing the difficulty and complexity of operating safe and effective prisons, as well as the expertise of  prison officials, the Supreme Court has repeatedly instructed  federal courts "to afford appropriate deference and flexibility  to state officials trying to manage a volatile environment."Sandin, 515 U.S. at 482 (citing cases);  see also Hewitt, 459  U.S. at 470 ("[T]he safe and efficient operation of a prison on  a day-to-day basis has traditionally been entrusted to the  expertise of prison officials....");  Jones v. North Carolina  Prisoners' Labor Union, Inc., 433 U.S. 119, 125 (1977) (requiring courts to "giv[e] appropriate deference to the decisions of prison administrators and appropriate recognition to  the peculiar and restrictive circumstances of penal confinement").  Accordingly, the Supreme Court has refused to  " 'subject to judicial review a wide spectrum of discretionary  actions that traditionally have been the business of prison  administrators rather than of the federal courts,' " Hewitt,  459 U.S. at 467 (quoting Meachum v. Fano, 427 U.S. 215, 225  (1976)), making clear that the " 'withdrawal or limitation of  many privileges and rights' " of prisoners is " 'justified by the  considerations underlying our penal system,' " id. (quoting  Price v. Johnston, 334 U.S. 266, 285 (1948)).


11
While recognizing the need to protect prison administrators' discretion and flexibility, the Supreme Court has made equally clear a second, countervailing principle:  "[T]hough his  rights may be diminished by the needs and exigencies of the  institutional environment, a prisoner is not wholly stripped of  constitutional protections when he is imprisoned for crime."Wolff v. McDonnell, 418 U.S. 539, 555 (1974).  "There is no  iron curtain," Wolff said, "drawn between the Constitution  and the prisons of this country."  Id. at 555-56.  The constitutional protections retained by prisoners include those afforded by the Due Process Clause against arbitrary deprivations of "liberty."  Some protected liberty interests flow  directly from the Due Process Clause itself.  See, e.g., Washington v. Harper, 494 U.S. 210, 221-22 (1990).  Others are  created by state laws regulating the terms or conditions of a  prisoner's confinement.  See, e.g., Board of Pardons v. Allen,  482 U.S. 369, 376 (1987).  State-created liberty interests--the  focus of this case--have their origins in Wolff, where the  Supreme Court held that a Nebraska prisoner had a constitutionally protected liberty interest in retaining good-time credits because Nebraska law "not only provided a statutory right  to good time but also specifies that it is to be forfeited only  for serious misbehavior."  418 U.S. at 557;  see id. at 545-53  (discussing Nebraska statutes and prison regulations).  Noting that "the prisoner's interest has real substance," id. at  557, Wolff concluded that "a person's liberty is ... protected,  even when the liberty itself is a statutory creation of the  State" because "[t]he touchstone of due process is protection  of the individual against arbitrary action of government."  Id.  at 558 (citing Dent v. West Virginia, 129 U.S. 114, 123 (1889)).Consistent with Wolff, we have recognized that D.C. prison  regulations may give rise to constitutionally protected liberty  interests.  See, e.g., Ellis v. District of Columbia, 84 F.3d  1413, 1415 (D.C. Cir. 1996).


12
The difficult question in a case such as this is how to  reconcile the two principles at work in Sandin--that is, how  do we define the range of state-created liberty interests  protected by due process without unduly constricting management prerogatives of prison officials?  Prior to Sandin,  courts struck the balance by recognizing liberty interests  where state laws or regulations contained explicit language circumscribing official authority to alter the conditions of a  prisoner's confinement.  The key case was Hewitt v. Helms,  supra, where a Pennsylvania inmate challenged the adequacy  of proceedings that resulted in his confinement in administrative segregation after a prison riot.  While observing that  administrative segregation does not implicate "an interest  independently protected by the Due Process Clause," 459  U.S. at 468, Hewitt found that the prisoner had a protected  liberty interest in avoiding such segregation because state law  "require[d] that certain procedures 'shall,' 'will,' or 'must' be  employed and that administrative segregation will not occur  absent specified substantive predicates--viz., 'the need for  control,' or 'the threat of a serious disturbance,' " id. at 47172 (quoting 37 Pa. Code § 95.103(b)(3) (1971)).  "[T]he repeated use of explicitly mandatory language in connection  with requiring specific substantive predicates," Hewitt explained, "demands a conclusion that the State has created a  protected liberty interest."  Id. at 472.


13
Twelve years later, Sandin abandoned Hewitt's approach  for two reasons.  First, by "encourag[ing] prisoners to comb  regulations in search of mandatory language on which to base  entitlements to various state-conferred privileges," the Court  said, Hewitt's methodology "creates disincentives for States  to codify prison management procedures in the interest of  uniform treatment."  Sandin, 515 U.S. at 481, 482.  Second,  the Court said that "the Hewitt approach has led to the  involvement of federal courts in the day-to-day management  of prisons, often squandering judicial resources with little  offsetting benefit to anyone."  Id. at 482.  Citing cases where  prisoners claimed liberty interests in, among other things,  "receiving a tray lunch rather than a sack lunch," id. at 483  (citing Burgin v. Nix, 899 F.2d 733, 735 (8th Cir. 1990)),  "receiving a paperback dictionary," id. (citing Spruytte v.  Walters, 753 F.2d 498, 506-08 (6th Cir. 1985)), and "not being  placed on [a] food loaf diet," id. (citing United States v.  Michigan, 680 F. Supp. 270, 277 (W.D. Mich. 1988)), Sandin  made clear that "the fine-tuning of the ordinary incidents of  prison life" is a task for prison officials, not federal courts.Id.


14
Although Sandin rejected Hewitt's methodology, it continued to "[f]ollow[ ] Wolff [in] recogniz[ing] that States may  under certain circumstances create liberty interests which are  protected by the Due Process Clause."  Id. at 483-84.  Critically, however, the Court refocused the test for identifying  state-created liberty interests on what it considered "the real  concerns undergirding the liberty protected by the Due Process Clause," id. at 483--namely, whether the state had  deprived the prisoner of "an interest of 'real substance,' " id.  at 480 (quoting Wolff, 418 U.S. at 557).  Sandin declared that  state-created liberty interests


15
will be generally limited to freedom from restraint which, while not exceeding the sentence in such an unexpected manner as to give rise to protection by the Due Process Clause of its own force, nonetheless imposes atypical and significant hardship on the inmate in relation to the ordinary incidents of prison life.


16
Id. at 484 (citations omitted).  Sandin thus "shift[ed] the  focus of the liberty interest inquiry" from "the language of a  particular regulation" to "the nature of the deprivation," id. at  481, or, as the Seventh Circuit put it, "from whether there  was an entitlement [conferred by the state] to whether the  entitlement was to some meaningful amount of liberty," Wagner v. Hanks, 128 F.3d 1173, 1173 (7th Cir. 1997).


17
Although clear in its intent, Sandin's test for identifying  liberty interests protected by the Due Process Clause has  proven easier to articulate than to apply.  See Brown v.  Plaut, 131 F.3d 163, 170 (D.C. Cir. 1997) (identifying "a  number of unsettled questions about how to apply Sandin").The central difficulty in determining whether segregative  confinement "imposes atypical and significant hardship on the  inmate" is how to characterize the comparative baseline--i.e.,  how to define "the ordinary incidents of prison life."  Two of  our sister circuits have looked to conditions in the general  prison population as the comparative baseline.  See Beverati  v. Smith, 120 F.3d 500, 504 (4th Cir. 1997);  Keenan v. Hall,  83 F.3d 1083, 1089 (9th Cir. 1996).  Two other circuits have  looked to the typical conditions of administrative segregation. See Griffin v. Vaughn, 112 F.3d 703, 708 (3d Cir. 1997);Brooks v. DiFasi, 112 F.3d 46, 49 (2d Cir. 1997).  Taking a  different approach, the Seventh Circuit has defined the baseline as the conditions of non-disciplinary segregation in a  state's most restrictive prison.  See Wagner, 128 F.3d at 1175.According to the Fifth Circuit, segregation never implicates a  liberty interest unless it lengthens a prisoner's sentence.  See  Carson v. Johnson, 112 F.3d 818, 821 (5th Cir. 1997).  The  remaining circuits have applied Sandin's "atypical and significant hardship" test, but without characterizing the comparative baseline.  See Bass v. Perrin, 170 F.3d 1312, 1318 (11th  Cir. 1999);  Perkins v. Kansas Dep't of Corrections, 165 F.3d  803, 809 (10th Cir. 1999);  Mackey v. Dyke, 111 F.3d 460, 463  (6th Cir. 1997);  Kennedy v. Blankenship, 100 F.3d 640, 642  (8th Cir. 1996);  Dominique v. Weld, 73 F.3d 1156, 1160 (1st  Cir. 1996).


18
We too faced this issue in Brown v. Plaut, supra, another  due process case brought by a Lorton prisoner challenging  his placement in administrative segregation.  But there we  found it unnecessary to decide the "difficult and unsettled  questions of constitutional law" implicated by Sandin.  131  F.3d at 165.  Instead, we remanded the case to the district  court to "decide, first, assuming that [the prisoner] had a  liberty interest in avoiding administrative segregation, whether he received all the process that he was due."  Id. at 172."If he did," we said, "that will be the end of the matter."  Id.  Consistent with Brown, the District claims that assuming  Hatch had a liberty interest in avoiding segregative confinement, Lorton officials afforded him the process he was due. Based on the record before us, we disagree.


19
The parties in this case agree that if Hatch had a liberty  interest in avoiding administrative segregation, then Hewitt  specifies the minimum procedures for placing him in such  confinement.  Those procedures include "some notice of the  charges against him and an opportunity to present his views  to the prison official charged with deciding whether to transfer him to administrative segregation."  Hewitt, 459 U.S. at  476;  see Brown, 131 F.3d at 171.  Although a hearing need  not occur prior to confinement in administrative segregation, it "must occur within a reasonable time following an inmate's  transfer."  Hewitt, 459 U.S. at 476 n.8.  We said in Brown  that these "requirements are not elaborate, but they are real,  and must be strictly complied with."  131 F.3d at 171.


20
Hatch alleges in his pro se complaint that he received no  notice of the January 12, 1994 Housing Board hearing, that  he was not allowed to attend the hearing, and that he had no  opportunity to present witnesses or evidence.  The District  nowhere disputes these allegations, arguing instead that a  subsequent exchange of letters between Hatch and Lorton  officials afforded him due process under Hewitt.  See 459  U.S. at 476 (noting that "[o]rdinarily a written statement by  the inmate" will suffice to allow him to present his views).The record provides no support for the District's claim.  The  first acknowledgment of Hatch's letters by a prison official  did not occur until February 28, over seven weeks after his  initial placement in administrative segregation and over six  weeks after the Housing Board hearing which Hatch did not  attend--hardly "a reasonable time following [his] transfer."Id. at 476 n.8.  Moreover, nothing in the record shows that  prison officials even considered the claims Hatch raised in his  letters.  The facts of this case are thus unlike those in  Hewitt, where the Supreme Court found that a prisoner  assigned to administrative segregation for misconduct had  received due process because he "had an opportunity to  present a statement to [prison officials]" at a hearing "five  days after his transfer," id. at 477, and because he " 'had the  opportunity to have [his] version reported as part of the  record,' " id. (quoting prisoner's statement on misconduct  report).


21
With respect to his placement in adjustment segregation,  Hatch argues that assuming he had a liberty interest in  avoiding such confinement, then he was entitled to the more  elaborate protections specified in Wolff, which include the  opportunity "to call witnesses and present documentary evidence in his defense."  418 U.S. at 566.  Disagreeing with  Hatch, the District claims that Wolff is inapplicable because  that case involved an inmate's loss of good-time credits, a  deprivation more substantial than Hatch's segregative confinement.  We need not decide the applicability of Wolff,  however, because we think it safe to say that whatever  procedures are required for placing an inmate in disciplinary  segregation (again, assuming a liberty interest in avoiding  such confinement), they must at least encompass the Hewitt  procedures that the District says are required for placing an  inmate in administrative segregation.  The record in this case  shows that Lorton officials failed to meet those standards, i.e.,  they gave Hatch no "opportunity to present his views to the  prison official charged with deciding whether to transfer him  to ... segregation."  459 U.S. at 476.  According to Hatch's  complaint, at the January 20, 1994 Adjustment Board hearing, he "was not allowed to have any witnesses, ... was not  allowed to have the writer of the [disciplinary] report present,  to testify, [and] was [not] allowed to give any testimony on  the record."  Amended Compl. at 1.  The District challenges  none of these allegations.


22
The District claims that the availability of habeas corpus in  the D.C. courts satisfies Hewitt's procedural requirements.But we doubt that resolution of a habeas claim would "occur  within a reasonable time following an inmate's transfer" to segregation, as Hewitt requires.  459 U.S. at 476 n.8.  Moreover, given Sandin's emphasis on preserving the administrative authority of prison officials, we are reluctant to shift  primary responsibility for ensuring compliance with the Due  Process Clause from Lorton administrators to D.C. judges.


23
Thus, because Hatch did not receive the process required  by Hewitt, and because Hatch might have persuaded Lorton  officials to reduce his time in segregation had he had a fair  opportunity to present his views, we cannot resolve this case  by taking the approach we followed in Brown.


24
The District suggests a second way we might decide this  case without applying Sandin's "atypical and significant hardship" test.  According to the District, Sandin's test supplements Hewitt's, requiring Hatch to show not only that his  segregative confinement was an "atypical and significant  hardship," but also that D.C. statutes or regulations had  created an expectation that Lorton prisoners would not face  such segregation absent certain substantive predicates. Claiming that Lorton regulations created no such expectation,  the District argues that for this reason alone, Hatch had no  protected liberty interest in avoiding segregative confinement.


25
We see no need to decide whether Sandin's test supplements or supplants Hewitt's, for we disagree with the District  that D.C. regulations governing Lorton contain no standards  or guidelines limiting official discretion to place prisoners in  segregative confinement.  Those regulations make clear that  before prison officials may place an inmate in administrative  segregation, "there shall be a finding made that:  (a) There is  a clear and present threat to the safety of the resident;  (b)  The resident poses a clear and present threat to the safety of  others;  or (c) The resident poses a definite escape risk."D.C. Mun. Regs. tit. 28, § 521.4;  see also id. §§ 522.3, 531.2.The regulations also require Lorton officials to review an  inmate's placement in administrative segregation every thirty  days, see id. § 527.1, and "[a]t each thirty-day review, it shall  be the responsibility of the Board to determine whether the  resident's return to the general population at the time of that  particular review still poses an escape risk or security risk to  the resident or others," id. § 527.2.  The regulations authorize adjustment segregation only after an inmate has been  found guilty of violating Lorton's Code of Offenses, see id.  §§ 505.1-505.3, 515.1, and they limit the term of adjustment  segregation for inmates found guilty of Class II offenses to  fourteen days, see id. § 505.2(c).


26
Like the Pennsylvania statute at issue in Hewitt, the D.C.  regulations governing segregative confinement at Lorton thus  contain the "repeated use of explicitly mandatory language in  connection with requiring specific substantive predicates" that  prior to Sandin would have "demand[ed] a conclusion that the  State has created a protected liberty interest."  Hewitt, 459  U.S. at 472.  Therefore, even assuming (as the District  argues) that Hewitt's test survives as an independent ground  for denying the existence of protected liberty interests, we  cannot avoid the key question at the heart of this case:  Was  Hatch's seven-month confinement in adjustment and administrative segregation an "atypical and significant hardship ...  in relation to the ordinary incidents of prison life"?

III

27
Answering this question requires us to define the comparative baseline--"ordinary incidents of prison life"--with specificity.  Hatch argues that the proper baseline is the most  restrictive form of confinement that Lorton officials may  impose in their unfettered discretion.  Claiming that Lorton  officials have no discretionary authority to impose any form of  confinement other than assignment to the general population,  Hatch argues that comparing the conditions he faced in  segregation to those faced by prisoners in the general population shows that he suffered an "atypical and significant  hardship."


28
We faced this same issue in Neal v. District of Columbia,  131 F.3d 172 (D.C. Cir. 1997), yet another case brought by a  Lorton prisoner challenging his confinement in administrative  segregation under the Due Process Clause.  But in that case,  we had no need to decide whether the proper test under  Sandin "is to compare [the] circumstances [the inmate faced  in segregation] to those of the general prison population"  because we found that even assuming that to be the proper  comparison, the inmate had not suffered an "atypical and  significant hardship" within the meaning of Sandin.  Id. at  175.  Apart from the loss of work and other privileges,  administrative segregation cost the inmate in Neal only "half  of his out-of-cell time."  Id.  In contrast, when Lorton officials transferred Hatch from the general population to segregative confinement, he lost not only his work privileges and  his access to the gym, library, mail room, health services, and  other facilities, but also more than 95 percent of his out-of-cell  time.  Indeed, Hatch claims that while in the general population, he was confined "to being in his cell ... for only eleven  (11) hours per day on weekdays, seven (7) hours per day on  Friday, and Saturday nights, and the night before legal  holidays."  Hatch Br. at 6 (filed pro se Aug. 7, 1995);  cf.  Roach Aff. p 3 (affidavit of Lorton warden) (prisoners in general population "are locked down in their cells a total of at  least nine (9) hours per day").  While in segregation, by  comparison, he "was confined to a cell for twenty three and  one half (231/2) hours per day" and all forty-eight hours of the  weekend.  Hatch Br. at 6, 10.  In addition, prisoners in the  general population "are free to move from place to place  within the prison complex by way of a movement pass or  under Correctional Officer supervision," "are allowed a minimum of one hour of recreation time daily," "may engage in  Group Programs, recreation and religious activities daily,"  and "have daily access to the telephone between the hours of  6:00 A.M. and 12:00 Midnight."  Roach Aff. p 3.  Hatch "was  forced to [wear] hand cuffs and leg irons whenever he left  [the segregation cell block]," Hatch Br. at 9, "was not afforded any outside recreation at all," id. at 10, was isolated from  all other inmates when allowed out of his cell, see id., and  received no legal telephone calls for ninety days, see id. at 11.We think these differences in confinement conditions foreclose the approach we took in Neal, requiring us now to  decide whether, as Hatch argues, conditions in the general  population form the proper baseline for Sandin's "atypical  and significant hardship" test.  Cf. infra at 20 (explaining  that the district court misread Sandin in concluding that  Hatch suffered no "atypical and significant hardship" compared to conditions in the general population).


29
Hatch claims that his proposed baseline follows directly  from the Supreme Court's application of the "atypical and  significant hardship" test in Sandin itself.  Concluding that  the thirty-day disciplinary segregation of a Hawaii prisoner  "did not present the type of atypical, significant deprivation in  which a State might conceivably create a liberty interest,"  Sandin said:


30
The record shows that, at the time of [the inmate's]punishment, disciplinary segregation, with insignificant exceptions, mirrored those conditions imposed upon in-mates in administrative segregation and protective custody....  Thus, Conner's confinement did not exceed similar, but totally discretionary, confinement in either duration or degree of restriction....  Based on a comparison between inmates inside and outside disciplinary segregation, the State's actions in placing him there for30 days did not work a major disruption in his environment.


31
515 U.S. at 486 (footnotes omitted).  Hatch reads this passage--in particular, the words "totally discretionary" --to  mean that "the ordinary incidents of prison life" consist of the  most restrictive confinement conditions that prison officials  may impose in their unfettered discretion.  According to  Hatch, while this theory meant that conditions in administrative segregation or protective custody comprised the proper  baseline in Sandin, here it means that conditions in the  general population should serve as the baseline because that  is the only form of confinement Lorton officials have unfettered discretion to impose.


32
We disagree with Hatch's reading of Sandin.  As Hatch  recognizes, the phrase "similar, but totally discretionary, confinement" in the quoted passage refers to "administrative  segregation and protective custody."  At the time of the  events giving rise to Sandin, Hawaii prison officials did not  have unfettered discretion to place inmates in administrative  segregation or protective custody.  State regulations authorized administrative segregation


33
(1)  Whenever the facility administrator or a designated representative determines that an inmate or ward has committed or threatens to commit a serious infraction.


34
(2)  Whenever the facility administrator or a designated representative, considering all the information avail-able, incuding [sic] confidential or reliable here say[sic] sources, determines that there is reasonable cause to believe that the inmate or ward is a threat to:  (A) Life or limb;  (B) The security or good government of the facility;  (C) The community.


35
(3)  Whenever any similarly justifiable reasons exists[sic].


36
Haw. Admin. Rule § 17-201-22 (1983).

Hawaii regulations  also provided:

37
Admission to protective custody may be made only where there is reason to believe that such action is necessary or the inmate or ward consents, in writing, to such confinement.  Protective custody is continued only as long as necessary except where the inmate or ward needs long term protection and the facts requiring the confinementare documented.


38
Id. § 17-201-23.  These regulations did not authorize prison  officials to impose administrative segregation or protective  custody for no reason at all.  Because the Sandin Court was  fully aware of these regulations, see 515 U.S. at 476 n.2 (citing  Haw. Admin. Rule §§ 17-201-22, 17-201-23), we believe its  use of the words "totally discretionary" cannot mean that  what prison officials may do in their unfettered discretion is  the touchstone for elucidating "the ordinary incidents of  prison life."


39
To be sure, Sandin nowhere directly explains why it used  administrative segregation as the comparative baseline.  But  given the objectives Sandin sought to further, see supra at  5-6, we think the reason is not that such confinement is  literally "totally discretionary," but rather that prison officials  routinely impose such confinement for non-punitive reasons  related to effective prison management.  Support for this  interpretation comes from what the Court said in Hewitt  about administrative segregation:


40
It is plain that the transfer of an inmate to less amenable and more restrictive quarters for non-punitive reasons is well within the terms of confinement ordinarily contemplated by a prison sentence.  The phrase "administrative segregation," as used by the state authorities here, appears to be something of a catchall:  it may be used to protect the prisoner's safety, to protect other inmates from a particular prisoner, to break up potential-ly disruptive groups of inmates, or simply to await later classification or transfer.  See 37 Pa. Code §§ 95.104 and95.106....  Accordingly, administrative segregation is the sort of confinement that inmates should reasonably anticipate receiving at some point in their incarceration.459 U.S. at 468.  Like the Pennsylvania regulations in Hewitt,  the Hawaii regulations in Sandin and the D.C. regulations in  this case make clear that administrative segregation functions  as a "catchall," a flexible management tool for ensuring safety  and good order in prison.  See Haw. Admin. Rule §§ 17-20122 to -24;  D.C. Mun. Regs. tit. 28, § 521.  Given Sandin's  insistence on affording "appropriate deference and flexibility  to state officials trying to manage a volatile environment," 515  U.S. at 482, it makes sense that the Court would treat  administrative segregation as an "ordinary incident of prison  life."  Such a baseline for identifying constitutionally protected liberty interests ensures that "the day-to-day management  of prisons" will remain in the hands of prison administrators,  not federal judges.  Id.


41
Reading Sandin to require that we look to conditions in  administrative segregation as the proper baseline does not  end our analysis.  Sandin took two additional factors into  account.  First, it observed that the prisoner's confinement  "did not exceed similar ... confinement in either duration or  degree of restriction."  515 U.S. at 486 (emphasis added);  see  id. ("[T]he State's action in placing him there for 30 days did  not work a major disruption in his environment.").  When we  compare Hatch's confinement to administrative segregation,  we must therefore look not only to the nature of the deprivation (e.g., loss of privileges, loss of out-of-cell time) but also to  its length in evaluating its "atypicality" and "significance."Second, Sandin noted that the prisoner's thirty-day disciplinary segregation "was within the range of confinement to be  normally expected for one serving an indeterminate term of  30 years to life."  Id. at 487.  We read this to mean that  "atypicality" also depends in part on the length of the sentence the prisoner is serving.  See id. at 485 (disciplinary  segregation was not "a dramatic departure from the basic  conditions of Conner's indeterminate sentence");  id. at 486  n.9 ("[T]he conditions suffered were expected within the  contour of the actual sentence imposed.").  We have previously interpreted Sandin just this way.  In Franklin v. District of Columbia, we said that courts must consider not only "the  discipline involved" but also "the nature of the prisoner's  term of incarceration" in determining "whether a prisoner's  'liberty' is threatened."  163 F.3d 625, 634 (D.C. Cir. 1998).


42
To sum up, we interpret Sandin to mean that a deprivation  in prison implicates a liberty interest protected by the Due  Process Clause only when it imposes an "atypical and significant hardship" on an inmate in relation to the most restrictive  confinement conditions that prison officials, exercising their  administrative authority to ensure institutional safety and  good order, routinely impose on inmates serving similar sentences.  We think this standard captures what Sandin means  by the phrase "ordinary incidents of prison life."  While the  "incidents of prison life" encompass more or less restrictive  forms of confinement depending on prison management imperatives, the term "ordinary" limits the comparative baseline  to confinement conditions that prison officials routinely impose.  We also think our interpretation of the test is faithful  to the principles animating Sandin:  It ensures that prison  officials have broad administrative authority to "fine-tun[e]  the [conditions] of prison life," 515 U.S. at 483, while preserving a zone of liberty interests with " 'real substance' " protected by the Due Process Clause, id. at 480.


43
We turn finally to the parties' competing claims regarding  the significance of inter-prison inmate transfers for Sandin's  baseline.  According to Hatch, the baseline must be defined  by reference to conditions at Lorton only.  We agree with the  District, however, that the possibility of transfer is one of the  "ordinary incidents of prison life" for most prisoners in the  country, including those at Lorton.  See D.C. Code Ann.  § 24-425 (1981) (giving Attorney General broad discretion to  transfer Lorton inmates to any federal prison);  cf. Meachum  v. Fano, 427 U.S. 215, 225 (1976) (holding that transfer to  prison with more onerous conditions does not deprive a  prisoner of constitutionally protected liberty "as long as prison officials have discretion to transfer him for whatever  reason or for no reason at all").  At the same time, we  disagree with the District that the possibility of transfer


44
means that the baseline must consist of the most restrictive  conditions routinely imposed on inmates in any prison nationwide, including conditions at the federal penitentiary at Marion, Illinois, an especially restrictive prison where all inmates  are locked down almost the entire day.


45
Sandin defined the "ordinary incidents of prison life" in  terms of the "basic conditions" of a prisoner's sentence, 515  U.S. at 485, the conditions "normally expected" for a prisoner  serving a given term, id. at 487.  What matters, therefore, is  not simply the possibility of transfer but also its likelihood. The mere fact that the Attorney General has discretion to  transfer a Lorton inmate to prisons like Marion does not  make such transfers "ordinary."  Properly constructed, Sandin's baseline requires not mere inquiry into the most restrictive conditions prison officials have legal authority to impose  for administrative reasons, but a factual determination of the  most restrictive conditions prison officials "ordinarily" or  "routinely" impose.


46
We thus think that to the extent Hatch might face more  burdensome conditions at other prisons, those conditions become part of the baseline only if it is likely both that inmates  serving sentences similar to Hatch's actually will be transferred to such prisons and that once transferred they actually  will face such conditions.  If, as the District claims, conditions  for all inmates at Marion are more burdensome than the most  restrictive conditions at Lorton that prison officials routinely  impose in their administrative discretion, then conditions at  Marion would form the proper baseline under Sandin if the  District can show that transfers to Marion are "normally  expected" for Lorton inmates serving sentences similar to  Hatch's.  Sandin, 515 U.S. at 487.  Not only does the record  contain no information about the frequency of inmate transfers from Lorton to Marion, but the District's lawyer, asked  at oral argument "how many D.C. prisoners go to Marion,"  said, "I don't have a number, but at least one."  She then  conceded that "[p]erhaps that one prisoner alone would not  support our argument."

IV

47
This brings us to the disposition of this case.  The district  court compared the conditions of Hatch's segregative confinement (as he described them) with conditions faced by prisoners in the general population.  See Mem. Order at 3-4.Finding these differences no greater than the differences in  Sandin between that prisoner's disciplinary segregation and  his confinement in the general population, it then concluded  that Hatch suffered no "atypical and significant hardship."See id. at 5.


48
To be sure, Sandin observed in dictum that "the conditions  at Halawa involve significant amounts of 'lock down time' even  for inmates in the general population."  515 U.S. at 486.  But  as our earlier discussion indicates, see supra at 14-15, Sandin's holding turned on a comparison of the prisoner's confinement to administrative segregation:  "[A]t the time of  Conner's punishment, disciplinary segregation, with insignificant exceptions, mirrored those conditions imposed upon inmates in administrative segregation and protective custody."Id.  Indeed, the Court noted that Hawaii inmates in administrative segregation receive only "one extra phone call and one  extra visiting privilege" than inmates in disciplinary segregation.Id. at 476 n.2.  The question the district court should  have asked, therefore, is this:  Were the differences between  the conditions of Hatch's segregative confinement and the  conditions routinely imposed on Lorton inmates serving similar sentences, including the usual conditions of administrative  segregation, sufficiently greater than "one extra phone call  and one extra visiting privilege" so as to constitute an "atypical and significant hardship"?


49
We thus reverse the district court's grant of summary  judgment for the District and remand for further fact-finding  consistent with this opinion.  In evaluating whether Hatch  had a liberty interest in avoiding adjustment segregation, the  district court should begin by determining the usual conditions of administrative segregation at Lorton.  It should treat  those conditions as the baseline for evaluating whether  Hatch's two-week adjustment segregation was an "atypical  and significant hardship."  If using that comparison the court  finds that his adjustment segregation was "atypical and significant," it should then take into account the possibility that  Hatch will be transferred to other prisons.  The district court  should redefine the comparative baseline by reference to  more restrictive conditions at other prisons if it finds that it is  likely both that inmates serving sentences similar to Hatch's  will actually be transferred to such prisons and that once  transferred they will actually face such conditions.  The term  "likely," as we use it here, means not that the combination of  events must be more probable than not, but that there must  be a substantial chance of its occurrence.


50
As to whether Hatch had a liberty interest in avoiding  administrative segregation, the fact that routine conditions of  administrative segregation form the proper baseline under  Sandin does not foreclose Hatch's claim for two reasons. First, Hatch alleges that although twenty-nine weeks of his  segregation were nominally "administrative," he actually  spent his entire confinement in conditions of adjustment  segregation.  As long as this allegation remains undisputed,  the district court should undertake the same comparative  analysis outlined above.  Second, even if the conditions Hatch  faced were no more restrictive than ordinary conditions of  administrative segregation, the district court should determine whether its duration--twenty-nine weeks, including  twenty weeks after the Housing Board found that he no  longer posed a management problem--was "atypical" compared to the length of administrative segregation routinely  imposed on similarly situated prisoners.  See Brooks, 112  F.3d at 49 ("[T]he mere fact that [state] prison regulations  permit extended administrative segregation does not tell how  frequently or for what durations such segregation is [actually]  imposed.").


51
So ordered.

