Triple

T4329436
Position Surface form Disambiguated ID Type / Status
Subject Gary Becker E96711 entity
Predicate influenced P9 FINISHED
Object Edward Lazear
Edward Lazear was an American economist known for pioneering personnel economics and serving as chairman of the U.S. Council of Economic Advisers under President George W. Bush.
 E431725 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: Edward Lazear | Statement: [Gary Becker, influenced, Edward Lazear]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward Lazear
Context triple: [Gary Becker, influenced, Edward Lazear]
  • A. Hugh B. Price
    Hugh B. Price is an American lawyer, civil rights advocate, and former president of the National Urban League known for his leadership on issues of racial equality, education, and economic opportunity.
  • B. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • C. Richard N. Goodwin
    Richard N. Goodwin was an American speechwriter, political advisor, and author who served in the administrations of Presidents John F. Kennedy and Lyndon B. Johnson and played a key role in shaping Great Society rhetoric.
  • D. Charles Leavitt
    Charles Leavitt is an American screenwriter best known for writing the screenplay for the film "Blood Diamond."
  • E. Richard Baldwin
    Richard Baldwin is an American economist and professor known for his influential work on globalization, international trade, and economic policy.
  • 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: Edward Lazear
Triple: [Gary Becker, influenced, Edward Lazear]
Generated description
Edward Lazear was an American economist known for pioneering personnel economics and serving as chairman of the U.S. Council of Economic Advisers under President George W. Bush.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward Lazear
Target entity description: Edward Lazear was an American economist known for pioneering personnel economics and serving as chairman of the U.S. Council of Economic Advisers under President George W. Bush.
  • A. Hugh B. Price
    Hugh B. Price is an American lawyer, civil rights advocate, and former president of the National Urban League known for his leadership on issues of racial equality, education, and economic opportunity.
  • B. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • C. Richard N. Goodwin
    Richard N. Goodwin was an American speechwriter, political advisor, and author who served in the administrations of Presidents John F. Kennedy and Lyndon B. Johnson and played a key role in shaping Great Society rhetoric.
  • D. Charles Leavitt
    Charles Leavitt is an American screenwriter best known for writing the screenplay for the film "Blood Diamond."
  • E. Richard Baldwin
    Richard Baldwin is an American economist and professor known for his influential work on globalization, international trade, and economic policy.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3513545fc81909e29de7eae1829f7 completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09bf304819084fc1b9162c8b48a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d48a56f881909cc75f45d87c8151 completed March 14, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f99ff08190957b46cd84954f79 completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:13 p.m.