Triple

T17229585
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasProponent P9868 FINISHED
Object Fred M. Taylor — NE NERFINISHED

How this triple was built (3 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: Fred M. Taylor | Statement: [socialist calculation debate, hasProponent, Fred M. Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred M. Taylor
Context triple: [socialist calculation debate, hasProponent, Fred M. Taylor]
  • A. Robert W. Taylor
    Robert W. Taylor was an influential American computer scientist and research manager who played a key role in the development of ARPANET and modern computer networking.
  • B. Clark C. Taylor
    Clark C. Taylor is the son of American folk singer and songwriter Judy Collins.
  • C. Glen H. Taylor
    Glen H. Taylor was an Idaho senator and progressive Democrat best known for serving as Henry A. Wallace’s vice-presidential running mate on the Progressive Party ticket in the 1948 U.S. presidential election.
  • D. Frank E. Taylor
    Frank E. Taylor was a film producer best known for his work on the classic 1961 drama "The Misfits," starring Marilyn Monroe and Clark Gable.
  • E. Melvin P. Thorpe
    Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fred M. Taylor
Target entity description: Fred M. Taylor was an American economist known for his influential contributions to the socialist calculation debate and early work on market socialism and price theory.
  • A. Robert W. Taylor
    Robert W. Taylor was an influential American computer scientist and research manager who played a key role in the development of ARPANET and modern computer networking.
  • B. Clark C. Taylor
    Clark C. Taylor is the son of American folk singer and songwriter Judy Collins.
  • C. Glen H. Taylor
    Glen H. Taylor was an Idaho senator and progressive Democrat best known for serving as Henry A. Wallace’s vice-presidential running mate on the Progressive Party ticket in the 1948 U.S. presidential election.
  • D. Frank E. Taylor
    Frank E. Taylor was a film producer best known for his work on the classic 1961 drama "The Misfits," starring Marilyn Monroe and Clark Gable.
  • E. Melvin P. Thorpe
    Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
  • F. None of above. chosen

Provenance (2 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.
Created at: April 10, 2026, 5:39 a.m.