Triple

T3185005
Position Surface form Disambiguated ID Type / Status
Subject John Kenneth Galbraith E66677 entity
Predicate givenName P17 FINISHED
Object John
John is the given name of the influential Canadian-American economist and public intellectual John Kenneth Galbraith.
E333684 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: John | Statement: [John Kenneth Galbraith, givenName, John]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John
Context triple: [John Kenneth Galbraith, givenName, John]
  • A. John
    John H. Sununu is an American politician and engineer who served as Governor of New Hampshire and later as White House Chief of Staff under President George H. W. Bush.
  • B. John
    John is traditionally regarded as the author of the New Testament’s Book of Revelation, a prophetic and apocalyptic text in Christian scripture.
  • C. John
    John is the given name of John F. Sattler, likely referring to him in a more informal or abbreviated context.
  • D. John
    John is the given name of John L. Lewis, the influential American labor leader who headed the United Mine Workers of America and helped shape the modern labor movement.
  • E. John
    John is the given name of John Dryden Kuser, an American politician and member of a prominent New Jersey family in the early 20th century.
  • 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: John
Triple: [John Kenneth Galbraith, givenName, John]
Generated description
John is the given name of the influential Canadian-American economist and public intellectual John Kenneth Galbraith.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John
Target entity description: John is the given name of the influential Canadian-American economist and public intellectual John Kenneth Galbraith.
  • A. John
    John is the given name of the influential American political philosopher John Rawls, known for his theory of justice as fairness.
  • B. John
    John is the given name of the influential English philosopher John Locke, a key figure in empiricism and liberal political theory.
  • C. John
    John is the given name of John D. Rockefeller, the American industrialist and philanthropist who founded Standard Oil and became one of the wealthiest individuals in history.
  • D. John
    John is the given name of the influential American financier and banker J. P. Morgan, a central figure in early 20th-century U.S. finance and industry.
  • E. John
    John is the given name of John Ruskin, the influential 19th-century English art critic, social thinker, and writer.
  • 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_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_69b235b2aa388190ae9dc569b951206d completed March 12, 2026, 3:40 a.m.
NEDg Description generation batch_69b2372b4e888190b75235355b05a0ee completed March 12, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69b237927cf08190a21396a523f70dc9 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.