Triple

T3185004
Position Surface form Disambiguated ID Type / Status
Subject John Kenneth Galbraith E66677 entity
Predicate fullName P16 FINISHED
Object John Kenneth Galbraith E66677 NE FINISHED

How this triple was built (2 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: John Kenneth Galbraith | Statement: [John Kenneth Galbraith, fullName, John Kenneth Galbraith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Kenneth Galbraith
Context triple: [John Kenneth Galbraith, fullName, John Kenneth Galbraith]
  • A. John Kenneth Galbraith chosen
    John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
  • B. Alvin Hansen
    Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
  • C. George M. Phelps
    George M. Phelps was a 19th-century American inventor and telegraph engineer known for his significant improvements to telegraph and stock ticker technology.
  • D. Arnold Harberger
    Arnold Harberger is an influential American economist known for his work on welfare economics, cost-benefit analysis, and the measurement of deadweight loss, and as a prominent figure of the Chicago School of economics.
  • E. Frank Knight
    Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6c1341081909793f8d05fddfd5e completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b236039b148190ab581709cfcfcd01 completed March 12, 2026, 3:41 a.m.
Created at: March 8, 2026, 3:06 p.m.