Triple

T15230245
Position Surface form Disambiguated ID Type / Status
Subject Business Cycle Dating Committee E363979 entity
Predicate appointedBy P257 FINISHED
Object National Bureau of Economic Research president
The National Bureau of Economic Research president is the chief executive of the NBER, overseeing its economic research agenda and institutional activities.
E1144880 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: National Bureau of Economic Research president | Statement: [Business Cycle Dating Committee, appointedBy, National Bureau of Economic Research president]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Bureau of Economic Research president
Context triple: [Business Cycle Dating Committee, appointedBy, National Bureau of Economic Research president]
  • A. President of the American Economic Association
    The President of the American Economic Association is the elected economist who serves as the leading representative and intellectual figurehead of the association, typically delivering the annual presidential address and guiding its scholarly direction.
  • B. Secretary-Treasurer of the American Economic Association
    The Secretary-Treasurer of the American Economic Association is a key officer responsible for overseeing the association’s financial affairs and administrative operations.
  • C. Hughes-Rogers Professor of Economics at Princeton University
    The Hughes-Rogers Professor of Economics at Princeton University is a distinguished endowed chair in the economics department, currently held by financial economist Hyun Song Shin.
  • D. President of the International Economic Association
    The President of the International Economic Association is the elected head of a global organization that promotes the study and advancement of economics through international collaboration among economists.
  • E. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • 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: National Bureau of Economic Research president
Triple: [Business Cycle Dating Committee, appointedBy, National Bureau of Economic Research president]
Generated description
The National Bureau of Economic Research president is the chief executive of the NBER, overseeing its economic research agenda and institutional activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Bureau of Economic Research president
Target entity description: The National Bureau of Economic Research president is the chief executive of the NBER, overseeing its economic research agenda and institutional activities.
  • A. President of the American Economic Association
    The President of the American Economic Association is the elected economist who serves as the leading representative and intellectual figurehead of the association, typically delivering the annual presidential address and guiding its scholarly direction.
  • B. Secretary-Treasurer of the American Economic Association
    The Secretary-Treasurer of the American Economic Association is a key officer responsible for overseeing the association’s financial affairs and administrative operations.
  • C. Hughes-Rogers Professor of Economics at Princeton University
    The Hughes-Rogers Professor of Economics at Princeton University is a distinguished endowed chair in the economics department, currently held by financial economist Hyun Song Shin.
  • D. President of the International Economic Association
    The President of the International Economic Association is the elected head of a global organization that promotes the study and advancement of economics through international collaboration among economists.
  • E. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078e27408190bc13c0ca441f5594 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd39d42881908f2ad47613e23bfa completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf277f888190a7e218131740660d completed May 9, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69fedfa514808190b4a50e87833c5f69 completed May 9, 2026, 7:17 a.m.
Created at: April 10, 2026, 3:12 a.m.