Triple

T3185007
Position Surface form Disambiguated ID Type / Status
Subject John Kenneth Galbraith E66677 entity
Predicate familyName P18 FINISHED
Object Galbraith
Galbraith is a surname most famously associated with John Kenneth Galbraith, the influential 20th-century Canadian-American economist and public intellectual.
 E334412 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: Galbraith | Statement: [John Kenneth Galbraith, familyName, Galbraith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galbraith
Context triple: [John Kenneth Galbraith, familyName, Galbraith]
  • A. Andrew Buchanan
    Andrew Buchanan was a prominent Scottish merchant and landowner whose influence in Glasgow’s commercial life led to one of its main thoroughfares being named in his honor.
  • B. Buckley
    Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
  • C. Buckley
    Buckley is a small city in Washington State known for its rural character and proximity to Mount Rainier.
  • D. Richard Brown
    Richard Brown is an American writer and illustrator best known as the husband and creative collaborator of author Reeve Lindbergh.
  • E. David Graham
    David Graham is a voice actor best known for narrating the iconic 1984 Super Bowl commercial that introduced Apple’s Macintosh computer.
  • 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: Galbraith
Triple: [John Kenneth Galbraith, familyName, Galbraith]
Generated description
Galbraith is a surname most famously associated with John Kenneth Galbraith, the influential 20th-century Canadian-American economist and public intellectual.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Galbraith
Target entity description: Galbraith is a surname most famously associated with John Kenneth Galbraith, the influential 20th-century Canadian-American economist and public intellectual.
  • A. Andrew Buchanan
    Andrew Buchanan was a prominent Scottish merchant and landowner whose influence in Glasgow’s commercial life led to one of its main thoroughfares being named in his honor.
  • B. Buckley
    Buckley is a small city in Washington State known for its rural character and proximity to Mount Rainier.
  • C. Buckley
    Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
  • D. Richard Brown
    Richard Brown is an American writer and illustrator best known as the husband and creative collaborator of author Reeve Lindbergh.
  • E. David Graham
    David Graham is a voice actor best known for narrating the iconic 1984 Super Bowl commercial that introduced Apple’s Macintosh computer.
  • 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_69b236039b148190ab581709cfcfcd01 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b239d78e808190b53d2ba93ed0e667 completed March 12, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69b23a4598e481908fc64c5c0bf46427 completed March 12, 2026, 4 a.m.
Created at: March 8, 2026, 3:06 p.m.