Triple

T21137813
Position Surface form Disambiguated ID Type / Status
Subject Herb Stein E520857 entity
Predicate name P16 FINISHED
Object Herbert Stein — NE NERFINISHED

How this triple was built (3 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: Herbert Stein | Statement: [Herb Stein, name, Herbert Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herbert Stein
Context triple: [Herb Stein, name, Herbert Stein]
  • A. Walter Neustadt
    Walter Neustadt was a philanthropist and patron of the arts whose legacy is honored through the prestigious Neustadt International Prize for Literature.
  • B. Walter Neustadt Jr.
    Walter Neustadt Jr. was a prominent American rancher, businessman, and philanthropist from Oklahoma, known for his leadership in agriculture and generous support of higher education.
  • C. Arthur Schlesinger Jr.
    Arthur Schlesinger Jr. was a prominent American historian, social critic, and Pulitzer Prize–winning author known for his influential works on the American presidency and liberalism.
  • D. Richard B. Goodwin
    Richard B. Goodwin was a British film producer known for his work on notable adaptations and genre films, including the 1974 version of "Murder on the Orient Express."
  • E. Robert Strauss
    Robert Strauss was a prominent American lawyer, political figure, and diplomat who co-founded the influential law firm Akin Gump Strauss Hauer & Feld.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herbert Stein
Target entity description: Herbert Stein was an American economist best known for serving as Chairman of the Council of Economic Advisers under Presidents Richard Nixon and Gerald Ford and for formulating "Stein's Law" about unsustainable economic trends.
  • A. Walter Neustadt
    Walter Neustadt was a philanthropist and patron of the arts whose legacy is honored through the prestigious Neustadt International Prize for Literature.
  • B. Walter Neustadt Jr.
    Walter Neustadt Jr. was a prominent American rancher, businessman, and philanthropist from Oklahoma, known for his leadership in agriculture and generous support of higher education.
  • C. Arthur Schlesinger Jr.
    Arthur Schlesinger Jr. was a prominent American historian, social critic, and Pulitzer Prize–winning author known for his influential works on the American presidency and liberalism.
  • D. Richard B. Goodwin
    Richard B. Goodwin was a British film producer known for his work on notable adaptations and genre films, including the 1974 version of "Murder on the Orient Express."
  • E. Robert Strauss
    Robert Strauss was an American character actor best known for his comic and tough-guy roles in mid-20th-century films and stage productions.
  • F. None of above. chosen

Provenance (2 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7235b89188190a6209c0a1839ee03 completed April 21, 2026, 7:12 a.m.
Created at: April 16, 2026, 2:57 p.m.