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.