Triple

T20235
Position Surface form Disambiguated ID Type / Status
Subject Tozzer Library E401 entity
Predicate hasUserGroup P1846 FINISHED
Object Harvard faculty
Harvard faculty are the body of academic staff at Harvard University responsible for teaching, research, and scholarly leadership across its various schools and departments.
E9 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Harvard faculty | Statement: [Tozzer Library, hasUserGroup, Harvard faculty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harvard faculty
Context triple: [Tozzer Library, hasUserGroup, Harvard faculty]
  • A. Harvard Graduate School of Arts and Sciences
    The Harvard Graduate School of Arts and Sciences is Harvard University's primary graduate school for advanced study and research in the arts, humanities, social sciences, and natural sciences.
  • B. Harvard University
    Harvard University is a prestigious private Ivy League research university in Cambridge, Massachusetts, renowned for its academic excellence, influential alumni, and historic leadership in higher education.
  • C. Harvard Law School
    Harvard Law School is a prestigious and historically influential law school renowned for its rigorous legal education, prominent faculty, and extensive alumni network in law, government, and public service.
  • D. Harvard Medical School
    Harvard Medical School is a prestigious graduate medical institution in Boston renowned for its leading research, education, and clinical training in medicine and biomedical sciences.
  • E. Tufts College
    Tufts College is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in the liberal arts, sciences, and international relations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Harvard faculty
Triple: [Tozzer Library, hasUserGroup, Harvard faculty]
Generated description
Harvard faculty are the body of academic staff at Harvard University responsible for teaching, research, and scholarly leadership across its various schools and departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harvard faculty
Target entity description: Harvard faculty are the body of academic staff at Harvard University responsible for teaching, research, and scholarly leadership across its various schools and departments.
  • A. Harvard Graduate School of Arts and Sciences
    The Harvard Graduate School of Arts and Sciences is Harvard University's primary graduate school for advanced study and research in the arts, humanities, social sciences, and natural sciences.
  • B. Harvard University chosen
    Harvard University is a prestigious private Ivy League research university in Cambridge, Massachusetts, renowned for its academic excellence, influential alumni, and historic leadership in higher education.
  • C. Harvard Law School
    Harvard Law School is a prestigious and historically influential law school renowned for its rigorous legal education, prominent faculty, and extensive alumni network in law, government, and public service.
  • D. Harvard Medical School
    Harvard Medical School is a prestigious graduate medical institution in Boston renowned for its leading research, education, and clinical training in medicine and biomedical sciences.
  • E. Tufts College
    Tufts College is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in the liberal arts, sciences, and international relations.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUserGroup
Context triple: [Tozzer Library, hasUserGroup, Harvard faculty]
  • A. hasUserService
    Indicates that an entity is associated with or utilizes a particular user-related service.
  • B. hasRole
    Indicates that an entity occupies, performs, or is assigned a specific role or function in relation to another entity or context.
  • C. hasAccessTo
    Indicates that one entity is permitted to enter, use, or interact with another entity, resource, or location.
  • D. hasMemberType
    Indicates that an entity includes or is associated with members belonging to a specified type or category.
  • E. hasAffiliationType
    Indicates that one entity is connected to another through a specified kind or category of affiliation or association.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a240778d288190815c0052ebbbcc91 completed Feb. 28, 2026, 1:10 a.m.
NER Named-entity recognition batch_69a24703cb988190ad2bc181d27829e4 completed Feb. 28, 2026, 1:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e57e3fc8190a3ce561a4692115c completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24ede3374819089e7fae28c6c9d63 completed Feb. 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69a24fc8a2a881909e5ae2e03757fbec completed Feb. 28, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a24650f1f0819081e638fafd18d687 completed Feb. 28, 2026, 1:35 a.m.
PDg Predicate description generation batch_69a24702d4988190a54a4e578b7c919e completed Feb. 28, 2026, 1:38 a.m.
Created at: Feb. 28, 2026, 1:14 a.m.