Triple

T3821470
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology E84381 entity
Predicate positionHeldByNotableEconomist P5750 FINISHED
Object Daron Acemoglu E13823 NE FINISHED

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: Daron Acemoglu | Statement: [Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology, positionHeldByNotableEconomist, Daron Acemoglu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daron Acemoglu
Context triple: [Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology, positionHeldByNotableEconomist, Daron Acemoglu]
  • A. Daron Acemoglu chosen
    Daron Acemoglu is a prominent Turkish-American economist known for his influential work on political economy, institutions, and economic development, and as co-author of the book "Why Nations Fail."
  • B. Dani Rodrik
    Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
  • C. Pol Antràs
    Pol Antràs is a Spanish economist known for his influential research on international trade, global value chains, and firm organization, and for serving as a professor of economics at Harvard University.
  • D. Robert J. Barro
    Robert J. Barro is a prominent American macroeconomist known for his influential work on rational expectations, public debt, and economic growth.
  • E. David Romer
    David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: positionHeldByNotableEconomist
Context triple: [Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology, positionHeldByNotableEconomist, Daron Acemoglu]
  • A. notableHolderOccupation
    Indicates that a person notably associated with an entity (e.g., an award, office, or title) held a particular occupation or professional role.
  • B. notableAdvisor
    Indicates that one entity serves, or has served, as a significant or distinguished advisor to another entity.
  • C. hasEconomicPosition
    Indicates that an entity holds a particular role, status, or standing within an economic system or structure.
  • D. notableProponent
    Indicates that an entity is a well-known advocate or supporter of another entity, idea, or practice.
  • E. notableOfficeHolder chosen
    Indicates that an entity is a significant or distinguished holder of a particular office or position associated with another entity.
  • F. None of above.

Provenance (4 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef188b474819087680db42b04ecdd completed March 9, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b528345dec81909231d60781020b7b completed March 14, 2026, 9:19 a.m.
PD Predicate disambiguation batch_69aee74a2bc081909b237df8b1e27653 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:17 p.m.