Triple

T17229590
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasProponent P9868 FINISHED
Object Don Lavoie
Don Lavoie was an American economist and prominent Austrian School scholar known for his influential work on the socialist calculation debate and the role of knowledge and computation in economic planning.
 E1257410 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: Don Lavoie | Statement: [socialist calculation debate, hasProponent, Don Lavoie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don Lavoie
Context triple: [socialist calculation debate, hasProponent, Don Lavoie]
  • A. Larry LaLonde
    Larry LaLonde is an American guitarist best known as the lead guitarist for the band Primus, recognized for his experimental, eclectic playing style.
  • B. Donald Pilon
    Donald Pilon is a Canadian actor known for his work in film and television, particularly in Quebec cinema.
  • C. Bill Dauterive
    Bill Dauterive is a lonely, overweight, and chronically depressed Army barber who serves as one of Hank Hill’s sad-sack yet loyal friends in the animated series "King of the Hill."
  • D. John Laroche
    John Laroche is a real-life eccentric plant dealer and orchid poacher whose obsessive personality and legal troubles inspired a central character in the film and book "Adaptation."
  • E. Paul Gervais
    Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
  • 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: Don Lavoie
Triple: [socialist calculation debate, hasProponent, Don Lavoie]
Generated description
Don Lavoie was an American economist and prominent Austrian School scholar known for his influential work on the socialist calculation debate and the role of knowledge and computation in economic planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don Lavoie
Target entity description: Don Lavoie was an American economist and prominent Austrian School scholar known for his influential work on the socialist calculation debate and the role of knowledge and computation in economic planning.
  • A. Larry LaLonde
    Larry LaLonde is an American guitarist best known as the lead guitarist for the band Primus, recognized for his experimental, eclectic playing style.
  • B. Donald Pilon
    Donald Pilon is a Canadian actor known for his work in film and television, particularly in Quebec cinema.
  • C. Bill Dauterive
    Bill Dauterive is a lonely, overweight, and chronically depressed Army barber who serves as one of Hank Hill’s sad-sack yet loyal friends in the animated series "King of the Hill."
  • D. John Laroche
    John Laroche is a real-life eccentric plant dealer and orchid poacher whose obsessive personality and legal troubles inspired a central character in the film and book "Adaptation."
  • E. Paul Gervais
    Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df62ec48190b2ed633a5bcc0255 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.