Triple

T14671930
Position Surface form Disambiguated ID Type / Status
Subject McCloskey E344533 entity
Predicate hasNotableBearer P458 FINISHED
Object Deirdre Nansen McCloskey
Deirdre Nansen McCloskey is an American economist, historian, and philosopher known for her influential work on economic rhetoric, bourgeois virtues, and the cultural foundations of modern economic growth.
E1113545 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: Deirdre Nansen McCloskey | Statement: [McCloskey, hasNotableBearer, Deirdre Nansen McCloskey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deirdre Nansen McCloskey
Context triple: [McCloskey, hasNotableBearer, Deirdre Nansen McCloskey]
  • A. Robert Fogel
    Robert Fogel was a Nobel Prize–winning economic historian known for applying quantitative, Chicago School–style economic analysis to historical questions such as the economics of slavery and railroads.
  • B. Joan Robinson
    Joan Robinson was a prominent 20th-century British economist known for her influential work on imperfect competition, capital theory, and the development of Post-Keynesian economics.
  • C. Robert Heilbroner
    Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
  • D. Douglass C. North
    Douglass C. North was an American economist and Nobel laureate known for pioneering the field of new institutional economics and analyzing how institutions shape long-term economic development.
  • E. Anne Polanyi
    Anne Polanyi is known as the wife of Nobel Prize–winning chemist John Polanyi.
  • 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: Deirdre Nansen McCloskey
Triple: [McCloskey, hasNotableBearer, Deirdre Nansen McCloskey]
Generated description
Deirdre Nansen McCloskey is an American economist, historian, and philosopher known for her influential work on economic rhetoric, bourgeois virtues, and the cultural foundations of modern economic growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deirdre Nansen McCloskey
Target entity description: Deirdre Nansen McCloskey is an American economist, historian, and philosopher known for her influential work on economic rhetoric, bourgeois virtues, and the cultural foundations of modern economic growth.
  • A. Robert Fogel
    Robert Fogel was a Nobel Prize–winning economic historian known for applying quantitative, Chicago School–style economic analysis to historical questions such as the economics of slavery and railroads.
  • B. Joan Robinson
    Joan Robinson was a prominent 20th-century British economist known for her influential work on imperfect competition, capital theory, and the development of Post-Keynesian economics.
  • C. Robert Heilbroner
    Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
  • D. Douglass C. North
    Douglass C. North was an American economist and Nobel laureate known for pioneering the field of new institutional economics and analyzing how institutions shape long-term economic development.
  • E. Anne Polanyi
    Anne Polanyi is known as the wife of Nobel Prize–winning chemist John Polanyi.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb55064cc8190b9669d0b2da61825 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde17a39b88190b144b6cfcc61a4b8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde447189881909b4b0dc654a05e0d completed May 8, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69fde53290a48190b3701472bb4e3d63 completed May 8, 2026, 1:29 p.m.
Created at: April 10, 2026, 1:27 a.m.