Triple

T1722425
Position Surface form Disambiguated ID Type / Status
Subject Feynman’s Tips on Physics E37419 entity
Predicate hasContributor P4244 FINISHED
Object Ralph Leighton E34541 NE FINISHED

How this triple was built (2 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: Ralph Leighton | Statement: [Feynman’s Tips on Physics, hasContributor, Ralph Leighton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph Leighton
Context triple: [Feynman’s Tips on Physics, hasContributor, Ralph Leighton]
  • A. Ralph Leighton chosen
    Ralph Leighton is an American author and longtime friend of physicist Richard Feynman, known for co-authoring books such as "Surely You’re Joking, Mr. Feynman!" and "What Do You Care What Other People Think?".
  • B. Ben Selvin
    Ben Selvin was an American bandleader and prolific recording artist of the early 20th century, often called the "Dean of Recorded Music" for his vast output during the jazz and dance band eras.
  • C. Robert Leighton
    Robert Leighton is a film editor known for his work on notable movies including the baseball romantic comedy "Bull Durham."
  • D. Byron Mann
    Byron Mann is a Hong Kong–American actor known for his roles in film and television, including prominent parts in action movies and series such as "Altered Carbon" and "Arrow."
  • E. F. Richard Jones
    F. Richard Jones was an American film director and producer of the silent and early sound era, known for his work on comedies and collaborations with major studios like Mack Sennett and Hal Roach.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635703dc8190809260de43b72ea3 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0d58cd08190bdda9f03ca458081 completed March 8, 2026, 4:16 p.m.
Created at: March 4, 2026, 7:30 p.m.