Triple

T12198321
Position Surface form Disambiguated ID Type / Status
Subject Thomas Heath E290646 entity
Predicate memberOf P10 FINISHED
Object Cambridge University Mathematical Society
The Cambridge University Mathematical Society is a long-established student-run organization at the University of Cambridge that promotes interest in mathematics through talks, events, and a community for mathematically inclined students and scholars.
E971342 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: Cambridge University Mathematical Society | Statement: [Thomas Heath, memberOf, Cambridge University Mathematical Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambridge University Mathematical Society
Context triple: [Thomas Heath, memberOf, Cambridge University Mathematical Society]
  • A. Trinity Mathematical Society
    The Trinity Mathematical Society is a student-run organization at Trinity College, Cambridge, that promotes interest and engagement in mathematics through talks, events, and a community of math enthusiasts.
  • B. London Mathematical Society
    The London Mathematical Society is a leading learned society in the United Kingdom dedicated to advancing and promoting research in pure and applied mathematics.
  • C. Faculty of Mathematics, University of Cambridge
    The Faculty of Mathematics at the University of Cambridge is a leading academic division renowned worldwide for its research and teaching in pure and applied mathematics, statistics, and related fields.
  • D. Cambridge Philosophical Society
    The Cambridge Philosophical Society is a learned society based in Cambridge, England, dedicated to promoting the study and advancement of the natural sciences and mathematics.
  • E. Cambridge University Students’ Union
    Cambridge University Students’ Union is the central representative body for students at the University of Cambridge, advocating for their interests and providing services, support, and activities across the university’s colleges and faculties.
  • 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: Cambridge University Mathematical Society
Triple: [Thomas Heath, memberOf, Cambridge University Mathematical Society]
Generated description
The Cambridge University Mathematical Society is a long-established student-run organization at the University of Cambridge that promotes interest in mathematics through talks, events, and a community for mathematically inclined students and scholars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambridge University Mathematical Society
Target entity description: The Cambridge University Mathematical Society is a long-established student-run organization at the University of Cambridge that promotes interest in mathematics through talks, events, and a community for mathematically inclined students and scholars.
  • A. Trinity Mathematical Society
    The Trinity Mathematical Society is a student-run organization at Trinity College, Cambridge, that promotes interest and engagement in mathematics through talks, events, and a community of math enthusiasts.
  • B. London Mathematical Society
    The London Mathematical Society is a leading learned society in the United Kingdom dedicated to advancing and promoting research in pure and applied mathematics.
  • C. Faculty of Mathematics, University of Cambridge
    The Faculty of Mathematics at the University of Cambridge is a leading academic division renowned worldwide for its research and teaching in pure and applied mathematics, statistics, and related fields.
  • D. Cambridge Philosophical Society
    The Cambridge Philosophical Society is a learned society based in Cambridge, England, dedicated to promoting the study and advancement of the natural sciences and mathematics.
  • E. Cambridge University Students’ Union
    Cambridge University Students’ Union is the central representative body for students at the University of Cambridge, advocating for their interests and providing services, support, and activities across the university’s colleges and faculties.
  • F. None of above. chosen

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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c56b4d88190b6a32baff3375dc4 completed April 10, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9150448190b30e6e2dd8eec3b4 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:50 p.m.