Triple

T13027043
Position Surface form Disambiguated ID Type / Status
Subject Legislative Leviathan: Party Government in the House E326334 entity
Predicate author P4 FINISHED
Object Mathew D. McCubbins
Mathew D. McCubbins was an influential American political scientist known for his work on legislative institutions, party governance, and the organization of Congress.
 E1020349 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: Mathew D. McCubbins | Statement: [Legislative Leviathan: Party Government in the House, author, Mathew D. McCubbins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mathew D. McCubbins
Context triple: [Legislative Leviathan: Party Government in the House, author, Mathew D. McCubbins]
  • A. Russell Binder
    Russell Binder is a film and television producer known for his work on projects such as the movie "Part of Me."
  • B. John Zaller
    John Zaller is an American political scientist known for his influential work on public opinion, media, and party influence in U.S. politics.
  • C. Lawrence R. Jacobs
    Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
  • D. Larry M. Bartels
    Larry M. Bartels is an American political scientist renowned for his influential research on democratic representation, economic inequality, and public opinion in the United States.
  • E. Jeffrey Alexander
    Jeffrey Alexander is an American sociologist known for advancing neo-functionalism and cultural sociology, building on and revising the theoretical legacy of Talcott Parsons.
  • 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: Mathew D. McCubbins
Triple: [Legislative Leviathan: Party Government in the House, author, Mathew D. McCubbins]
Generated description
Mathew D. McCubbins was an influential American political scientist known for his work on legislative institutions, party governance, and the organization of Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mathew D. McCubbins
Target entity description: Mathew D. McCubbins was an influential American political scientist known for his work on legislative institutions, party governance, and the organization of Congress.
  • A. Russell Binder
    Russell Binder is a film and television producer known for his work on projects such as the movie "Part of Me."
  • B. John Zaller
    John Zaller is an American political scientist known for his influential work on public opinion, media, and party influence in U.S. politics.
  • C. Lawrence R. Jacobs
    Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
  • D. Larry M. Bartels
    Larry M. Bartels is an American political scientist renowned for his influential research on democratic representation, economic inequality, and public opinion in the United States.
  • E. Jeffrey Alexander
    Jeffrey Alexander is an American sociologist known for advancing neo-functionalism and cultural sociology, building on and revising the theoretical legacy of Talcott Parsons.
  • 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_69f6d5fa10fc81908a37b85894f8f849 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6db65879c819092387e028b792ab9 completed May 3, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6dbec7e808190a7cee821ba193bb8 completed May 3, 2026, 5:23 a.m.
Created at: April 9, 2026, 8:53 p.m.