Triple

T57197
Position Surface form Disambiguated ID Type / Status
Subject Oppenheimer (2023 film) E1131 entity
Predicate basedOnAuthor P2806 FINISHED
Object Martin J. Sherwin
Martin J. Sherwin was an American historian and Pulitzer Prize–winning co-author of the biography "American Prometheus," which chronicles the life of physicist J. Robert Oppenheimer.
E9758 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: Martin J. Sherwin | Statement: [Oppenheimer (2023 film), basedOnAuthor, Martin J. Sherwin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin J. Sherwin
Context triple: [Oppenheimer (2023 film), basedOnAuthor, Martin J. Sherwin]
  • A. Kai Bird
    Kai Bird is an American historian, biographer, and Pulitzer Prize–winning author best known for co-writing the J. Robert Oppenheimer biography "American Prometheus."
  • B. Harold T. Shapiro
    Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
  • C. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • D. Norman Finkelstein
    Norman Finkelstein is an American political scientist, author, and commentator known for his controversial critiques of Israeli policy and the politics surrounding the Holocaust.
  • E. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • 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: Martin J. Sherwin
Triple: [Oppenheimer (2023 film), basedOnAuthor, Martin J. Sherwin]
Generated description
Martin J. Sherwin was an American historian and Pulitzer Prize–winning co-author of the biography "American Prometheus," which chronicles the life of physicist J. Robert Oppenheimer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin J. Sherwin
Target entity description: Martin J. Sherwin was an American historian and Pulitzer Prize–winning co-author of the biography "American Prometheus," which chronicles the life of physicist J. Robert Oppenheimer.
  • A. Kai Bird
    Kai Bird is an American historian, biographer, and Pulitzer Prize–winning author best known for co-writing the J. Robert Oppenheimer biography "American Prometheus."
  • B. Harold T. Shapiro
    Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
  • C. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • D. Norman Finkelstein
    Norman Finkelstein is an American political scientist, author, and commentator known for his controversial critiques of Israeli policy and the politics surrounding the Holocaust.
  • E. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24ec4d84c81908d85a1e941dbcd19 completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26c19b6088190af308ead33ae784e completed Feb. 28, 2026, 4:16 a.m.
NEDg Description generation batch_69a26f0d3b088190a3b44743fefa35c1 completed Feb. 28, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69a26f7305148190895ffb57fb0ccfeb completed Feb. 28, 2026, 4:30 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.