Triple

T4586437
Position Surface form Disambiguated ID Type / Status
Subject Robert Lucas Jr. E101977 entity
Predicate spouse P13 FINISHED
Object Nancy Stokey
Nancy Stokey is an influential American economist known for her work in economic growth, dynamic macroeconomics, and the theory of economic policy.
E455409 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: Nancy Stokey | Statement: [Robert Lucas Jr., spouse, Nancy Stokey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nancy Stokey
Context triple: [Robert Lucas Jr., spouse, Nancy Stokey]
  • A. Christina Romer
    Christina Romer is an American economist and former chair of the Council of Economic Advisers under President Barack Obama, known for her work on the Great Depression and macroeconomic policy.
  • B. Jill Tavelman
    Jill Tavelman is an American former actress and businesswoman best known as the ex-wife of musician Phil Collins and the mother of actress Lily Collins.
  • C. Juanita M. Kreps
    Juanita M. Kreps was an American economist and academic who served as the first female U.S. Secretary of Commerce under President Jimmy Carter.
  • D. Susan Athey
    Susan Athey is an influential American economist known for her pioneering work in applied microeconomics, market design, and the economics of technology and digital platforms.
  • E. Madeleine Elster
    Madeleine Elster is a mysterious and elegant woman central to Alfred Hitchcock’s film "Vertigo," whose enigmatic behavior and apparent possession drive the film’s psychological suspense and romantic obsession.
  • 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: Nancy Stokey
Triple: [Robert Lucas Jr., spouse, Nancy Stokey]
Generated description
Nancy Stokey is an influential American economist known for her work in economic growth, dynamic macroeconomics, and the theory of economic policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nancy Stokey
Target entity description: Nancy Stokey is an influential American economist known for her work in economic growth, dynamic macroeconomics, and the theory of economic policy.
  • A. Christina Romer
    Christina Romer is an American economist and former chair of the Council of Economic Advisers under President Barack Obama, known for her work on the Great Depression and macroeconomic policy.
  • B. Jill Tavelman
    Jill Tavelman is an American former actress and businesswoman best known as the ex-wife of musician Phil Collins and the mother of actress Lily Collins.
  • C. Juanita M. Kreps
    Juanita M. Kreps was an American economist and academic who served as the first female U.S. Secretary of Commerce under President Jimmy Carter.
  • D. Susan Athey
    Susan Athey is an influential American economist known for her pioneering work in applied microeconomics, market design, and the economics of technology and digital platforms.
  • E. Madeleine Elster
    Madeleine Elster is a mysterious and elegant woman central to Alfred Hitchcock’s film "Vertigo," whose enigmatic behavior and apparent possession drive the film’s psychological suspense and romantic obsession.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5906a43c81908fb11bf8f94be122 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0aa114881909fe446bf86c675e7 completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde14843148190a0b5fa0ad1d805d9 completed March 21, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69bde1b2efb48190a5ab83fa6c257df2 completed March 21, 2026, 12:09 a.m.
Created at: March 20, 2026, 1:10 p.m.