Triple

T13535322
Position Surface form Disambiguated ID Type / Status
Subject A General Theory of Exploitation and Class E323244 entity
Predicate author P4 FINISHED
Object John E. Roemer
John E. Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation and class, and the foundations of distributive justice.
E1087286 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: John E. Roemer | Statement: [A General Theory of Exploitation and Class, author, John E. Roemer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John E. Roemer
Context triple: [A General Theory of Exploitation and Class, author, John E. Roemer]
  • A. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • B. Vincent Ostrom
    Vincent Ostrom was an American political scientist known for his foundational work on public choice theory, polycentric governance, and for co-founding the Workshop in Political Theory and Policy Analysis at Indiana University.
  • C. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • D. John H. Dietrich
    John H. Dietrich was an influential American Unitarian minister and early 20th-century leader in religious humanism, known for helping to shape modern humanist thought.
  • E. John D. Aldrich
    John D. Aldrich is an American political scientist known for his influential work on political parties, elections, and rational choice theory.
  • 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: John E. Roemer
Triple: [A General Theory of Exploitation and Class, author, John E. Roemer]
Generated description
John E. Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation and class, and the foundations of distributive justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John E. Roemer
Target entity description: John E. Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation and class, and the foundations of distributive justice.
  • A. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • B. Vincent Ostrom
    Vincent Ostrom was an American political scientist known for his foundational work on public choice theory, polycentric governance, and for co-founding the Workshop in Political Theory and Policy Analysis at Indiana University.
  • C. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • D. John H. Dietrich
    John H. Dietrich was an influential American Unitarian minister and early 20th-century leader in religious humanism, known for helping to shape modern humanist thought.
  • E. John D. Aldrich
    John D. Aldrich is an American political scientist known for his influential work on political parties, elections, and rational choice theory.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd27f43bf081908dea65dc05f7c1a2 completed May 8, 2026, 12:01 a.m.
NEDg Description generation batch_69fd2aeea5808190bf350b25f520e6d4 completed May 8, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69fd2b57474881909f780cf51c2e06a3 completed May 8, 2026, 12:16 a.m.
Created at: April 9, 2026, 9:44 p.m.