Triple

T21712464
Position Surface form Disambiguated ID Type / Status
Subject second fundamental theorem of welfare economics E535938 entity
Predicate associatedWith P37 FINISHED
Object Lionel McKenzie
Lionel McKenzie was an American economist and mathematical theorist known for his foundational contributions to general equilibrium theory and welfare economics.
E1497558 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: Lionel McKenzie | Statement: [second fundamental theorem of welfare economics, associatedWith, Lionel McKenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lionel McKenzie
Context triple: [second fundamental theorem of welfare economics, associatedWith, Lionel McKenzie]
  • A. Murray Turnbull
    Murray Turnbull is an American artist and educator best known for his influential role in developing the University of Hawaiʻi’s art program and for his vibrant public artworks across Honolulu.
  • B. Guy Simonds
    Guy Simonds was a prominent Canadian general of the Second World War, noted for his leadership of Canadian forces in major Northwest Europe campaigns.
  • C. Myles Ponsonby
    Myles Ponsonby was a British diplomat and member of the aristocratic Ponsonby family.
  • D. Murray Hone
    Murray Hone is a Canadian former professional hockey player best known for his past marriage to actress Evangeline Lilly.
  • E. Eben Macconochie
    Eben Macconochie is a fictional character from Robert Louis Stevenson’s novel "Catriona" (also known as "David Balfour"), the sequel to "Kidnapped."
  • 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: Lionel McKenzie
Triple: [second fundamental theorem of welfare economics, associatedWith, Lionel McKenzie]
Generated description
Lionel McKenzie was an American economist and mathematical theorist known for his foundational contributions to general equilibrium theory and welfare economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lionel McKenzie
Target entity description: Lionel McKenzie was an American economist and mathematical theorist known for his foundational contributions to general equilibrium theory and welfare economics.
  • A. Murray Turnbull
    Murray Turnbull is an American artist and educator best known for his influential role in developing the University of Hawaiʻi’s art program and for his vibrant public artworks across Honolulu.
  • B. Guy Simonds
    Guy Simonds was a prominent Canadian general of the Second World War, noted for his leadership of Canadian forces in major Northwest Europe campaigns.
  • C. Myles Ponsonby
    Myles Ponsonby was a British diplomat and member of the aristocratic Ponsonby family.
  • D. Murray Hone
    Murray Hone is a Canadian former professional hockey player best known for his past marriage to actress Evangeline Lilly.
  • E. Eben Macconochie
    Eben Macconochie is a fictional character from Robert Louis Stevenson’s novel "Catriona" (also known as "David Balfour"), the sequel to "Kidnapped."
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb53573a08190ad73576d27e8094f completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24b180bc8190bef4daaab7de794d completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a261cdb788190b06939c4786e41ce completed May 17, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0a267dec7881908b5cb9d9a83f97c4 completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:46 p.m.