Triple

T8657122
Position Surface form Disambiguated ID Type / Status
Subject Ronald L. Graham E205446 entity
Predicate coAuthor P398 FINISHED
Object Bruce L. Rothschild
Bruce L. Rothschild is an American mathematician known for his contributions to combinatorics and Ramsey theory.
 E748750 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: Bruce L. Rothschild | Statement: [Ronald L. Graham, coAuthor, Bruce L. Rothschild]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce L. Rothschild
Context triple: [Ronald L. Graham, coAuthor, Bruce L. Rothschild]
  • A. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • B. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • C. Steven G. Ehrlich
    Steven G. Ehrlich is an American jurist who served as a justice on the Florida Supreme Court.
  • D. Irwin Weil
    Irwin Weil is an American scholar and professor emeritus known for his work in Russian and Slavic literature and culture.
  • E. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • 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: Bruce L. Rothschild
Triple: [Ronald L. Graham, coAuthor, Bruce L. Rothschild]
Generated description
Bruce L. Rothschild is an American mathematician known for his contributions to combinatorics and Ramsey theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce L. Rothschild
Target entity description: Bruce L. Rothschild is an American mathematician known for his contributions to combinatorics and Ramsey theory.
  • A. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • B. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • C. Steven G. Ehrlich
    Steven G. Ehrlich is an American jurist who served as a justice on the Florida Supreme Court.
  • D. Irwin Weil
    Irwin Weil is an American scholar and professor emeritus known for his work in Russian and Slavic literature and culture.
  • E. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484569788190aa41395854684e6f completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccec941881908263cd3205f10ccd completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:30 p.m.