Triple

T5459879
Position Surface form Disambiguated ID Type / Status
Subject Stein E122569 entity
Predicate hasNotableBearer P458 FINISHED
Object Herb Stein
Herb Stein was an American economist best known for "Stein's Law" and for serving as chairman of the U.S. Council of Economic Advisers under Presidents Nixon and Ford.
 E520857 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: Herb Stein | Statement: [Stein, hasNotableBearer, Herb Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herb Stein
Context triple: [Stein, hasNotableBearer, Herb Stein]
  • A. Irving Lippman
    Irving Lippman was an American cinematographer known for his work on numerous mid-20th-century films and television series.
  • B. William Safire
    William Safire was an American author, Pulitzer Prize–winning New York Times political columnist, and former speechwriter for President Richard Nixon.
  • C. Murray Kempton
    Murray Kempton was an American journalist, columnist, and Pulitzer Prize–winning writer known for his incisive political commentary and elegant prose.
  • D. John Simon
    John Simon is an American record producer, composer, and arranger best known for his work with artists such as The Band, Janis Joplin, and Leonard Cohen.
  • E. Jo Swerling
    Jo Swerling was an American screenwriter and playwright known for his work on classic Hollywood films and Broadway productions in the mid-20th century.
  • 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: Herb Stein
Triple: [Stein, hasNotableBearer, Herb Stein]
Generated description
Herb Stein was an American economist best known for "Stein's Law" and for serving as chairman of the U.S. Council of Economic Advisers under Presidents Nixon and Ford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herb Stein
Target entity description: Herb Stein was an American economist best known for "Stein's Law" and for serving as chairman of the U.S. Council of Economic Advisers under Presidents Nixon and Ford.
  • A. Irving Lippman
    Irving Lippman was an American cinematographer known for his work on numerous mid-20th-century films and television series.
  • B. William Safire
    William Safire was an American author, Pulitzer Prize–winning New York Times political columnist, and former speechwriter for President Richard Nixon.
  • C. Murray Kempton
    Murray Kempton was an American journalist, columnist, and Pulitzer Prize–winning writer known for his incisive political commentary and elegant prose.
  • D. John Simon
    John Simon is an American record producer, composer, and arranger best known for his work with artists such as The Band, Janis Joplin, and Leonard Cohen.
  • E. Jo Swerling
    Jo Swerling was an American screenwriter and playwright known for his work on classic Hollywood films and Broadway productions in the mid-20th century.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91f353c481909ae1a73ae419fb9a completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf414c39a4819098f2862f3c4594c0 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4207f4e4819096709c49fe001005 completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf42d7b4b88190954084985134a8c2 completed March 22, 2026, 1:16 a.m.
Created at: March 20, 2026, 2:08 p.m.