Triple

T4050913
Position Surface form Disambiguated ID Type / Status
Subject Gilead Sciences E84182 entity
Predicate foundedBy P104 FINISHED
Object John C. Martin
John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
 E551391 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: John C. Martin | Statement: [Gilead Sciences, foundedBy, John C. Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John C. Martin
Context triple: [Gilead Sciences, foundedBy, John C. Martin]
  • A. James L. Massey
    James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
  • B. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • C. Robert M. Stevens
    Robert M. Stevens is a cinematographer known for his work on feature films, including the romantic comedy "40 Days and 40 Nights."
  • D. Henry F. Korth
    Henry F. Korth is a prominent computer scientist known for his influential work in database systems and co-authorship of a leading textbook in the field.
  • E. Fred M. Wilcox
    Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
  • 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: John C. Martin
Triple: [Gilead Sciences, foundedBy, John C. Martin]
Generated description
John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John C. Martin
Target entity description: John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
  • A. James L. Massey
    James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
  • B. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • C. Robert M. Stevens
    Robert M. Stevens is a cinematographer known for his work on feature films, including the romantic comedy "40 Days and 40 Nights."
  • D. Henry F. Korth
    Henry F. Korth is a prominent computer scientist known for his influential work in database systems and co-authorship of a leading textbook in the field.
  • E. Fred M. Wilcox
    Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb8539148190990468c1429be9dd completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a127b0e48190880ee84f45bed359 completed March 23, 2026, 2:10 a.m.
NEDg Description generation batch_69c0a1faf7d48190ad2d5f43ef37da82 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2e17cd88190a54f5166fe5c654a completed March 23, 2026, 2:18 a.m.
Created at: March 9, 2026, 3:37 p.m.