Triple

T13027042
Position Surface form Disambiguated ID Type / Status
Subject Legislative Leviathan: Party Government in the House E326334 entity
Predicate author P4 FINISHED
Object Gary W. Cox
Gary W. Cox is a prominent political scientist known for his influential work on legislative institutions, party organization, and electoral systems.
E1178674 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: Gary W. Cox | Statement: [Legislative Leviathan: Party Government in the House, author, Gary W. Cox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary W. Cox
Context triple: [Legislative Leviathan: Party Government in the House, author, Gary W. Cox]
  • A. James M. Carlsmith
    James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
  • B. Clifford G. Gaddy
    Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
  • C. Gary J. Walters
    Gary J. Walters is a former White House Chief Usher who oversaw the executive mansion’s household operations and logistics across multiple U.S. presidential administrations.
  • D. J. Todd Harris
    J. Todd Harris is an American film producer known for his work on independent and genre films, including the horror-comedy "Idle Hands."
  • E. Stephen G. Bowen
    Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
  • 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: Gary W. Cox
Triple: [Legislative Leviathan: Party Government in the House, author, Gary W. Cox]
Generated description
Gary W. Cox is a prominent political scientist known for his influential work on legislative institutions, party organization, and electoral systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary W. Cox
Target entity description: Gary W. Cox is a prominent political scientist known for his influential work on legislative institutions, party organization, and electoral systems.
  • A. James M. Carlsmith
    James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
  • B. Clifford G. Gaddy
    Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
  • C. Gary J. Walters
    Gary J. Walters is a former White House Chief Usher who oversaw the executive mansion’s household operations and logistics across multiple U.S. presidential administrations.
  • D. J. Todd Harris
    J. Todd Harris is an American film producer known for his work on independent and genre films, including the horror-comedy "Idle Hands."
  • E. Stephen G. Bowen
    Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efc07488190a15f3e41ea2db45c completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff99742618819083bba63ce9f27895 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9b3f6ef0819087ad4ffd2e85ec0e completed May 9, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff9bebae208190a3a2f76ae9893238 completed May 9, 2026, 8:41 p.m.
Created at: April 9, 2026, 8:53 p.m.