Triple

T7006512
Position Surface form Disambiguated ID Type / Status
Subject Mary Paley Marshall E162468 entity
Predicate memberOf P10 FINISHED
Object University of Cambridge academic staff
University of Cambridge academic staff are the body of scholars, researchers, and lecturers employed by the University of Cambridge to teach, supervise, and conduct academic research across its various colleges and departments.
E379168 NE FINISHED

How this triple was built (4 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: University of Cambridge academic staff | Statement: [Mary Paley Marshall, memberOf, University of Cambridge academic staff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Cambridge academic staff
Context triple: [Mary Paley Marshall, memberOf, University of Cambridge academic staff]
  • A. University of Cambridge scholars
    University of Cambridge scholars are the community of academics and students associated with the University of Cambridge, renowned for their contributions to research, teaching, and intellectual life across a wide range of disciplines.
  • B. Council of the University of Cambridge
    The Council of the University of Cambridge is the principal executive and policy-making body of the university, responsible for its strategic direction and administration.
  • C. School of Arts and Humanities, University of Cambridge
    The School of Arts and Humanities at the University of Cambridge is a major academic division encompassing a wide range of disciplines in the humanities, including languages, literature, history, philosophy, and related fields.
  • D. High Steward of the University of Cambridge
    The High Steward of the University of Cambridge is a senior ceremonial and judicial officer of the university, traditionally held by a distinguished public figure who advises on legal and constitutional matters.
  • E. Deputy Vice-Chancellor of the University of Cambridge
    The Deputy Vice-Chancellor of the University of Cambridge is a senior academic leadership role responsible for assisting in the strategic governance and administration of the university.
  • 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: University of Cambridge academic staff
Triple: [Mary Paley Marshall, memberOf, University of Cambridge academic staff]
Generated description
University of Cambridge academic staff are the body of scholars, researchers, and lecturers employed by the University of Cambridge to teach, supervise, and conduct academic research across its various colleges and departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Cambridge academic staff
Target entity description: University of Cambridge academic staff are the body of scholars, researchers, and lecturers employed by the University of Cambridge to teach, supervise, and conduct academic research across its various colleges and departments.
  • A. University of Cambridge scholars chosen
    University of Cambridge scholars are the community of academics and students associated with the University of Cambridge, renowned for their contributions to research, teaching, and intellectual life across a wide range of disciplines.
  • B. Council of the University of Cambridge
    The Council of the University of Cambridge is the principal executive and policy-making body of the university, responsible for its strategic direction and administration.
  • C. School of Arts and Humanities, University of Cambridge
    The School of Arts and Humanities at the University of Cambridge is a major academic division encompassing a wide range of disciplines in the humanities, including languages, literature, history, philosophy, and related fields.
  • D. High Steward of the University of Cambridge
    The High Steward of the University of Cambridge is a senior ceremonial and judicial officer of the university, traditionally held by a distinguished public figure who advises on legal and constitutional matters.
  • E. Deputy Vice-Chancellor of the University of Cambridge
    The Deputy Vice-Chancellor of the University of Cambridge is a senior academic leadership role responsible for assisting in the strategic governance and administration of the university.
  • F. None of above.

Provenance (5 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc35cb848190a839919021efce81 completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a3f5a088190bd0fa2080a8fa648 completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b67fc48819088ba80f1f84aa2f0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76c46f9308190a7a1f0aa5284cef4 completed March 28, 2026, 5:51 a.m.
Created at: March 27, 2026, 2:33 p.m.