Triple

T2261086
Position Surface form Disambiguated ID Type / Status
Subject John C. Calhoun E50039 entity
Predicate advocatedFor P33 FINISHED
Object concurrent majority theory
Concurrent majority theory is a political doctrine that holds that major decisions in a diverse society should require the consent of all significant interest groups or regions, effectively giving each a veto to protect minority interests against a simple numerical majority.
E249280 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: concurrent majority theory | Statement: [John C. Calhoun, advocatedFor, concurrent majority theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: concurrent majority theory
Context triple: [John C. Calhoun, advocatedFor, concurrent majority theory]
  • A. Arrow’s impossibility theorem
    Arrow’s impossibility theorem is a foundational result in social choice theory showing that no voting system can convert individual preferences into a collective ranking while simultaneously satisfying a set of seemingly reasonable fairness criteria.
  • B. A Majority of One
    A Majority of One is a 1959 Broadway play (later adapted into a film) that explores cultural clashes and mutual understanding between a Jewish widow and a Japanese businessman.
  • C. Paxos
    Paxos is a small Greek island in the Ionian Sea, known for its clear turquoise waters, olive groves, and tranquil, less-touristed atmosphere.
  • D. Collective Choice and Social Welfare
    Collective Choice and Social Welfare is a foundational work in social choice theory that rigorously examines how individual preferences can be aggregated into collective decisions while addressing issues of welfare, justice, and fairness.
  • E. Polyarchy: Participation and Opposition
    Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
  • 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: concurrent majority theory
Triple: [John C. Calhoun, advocatedFor, concurrent majority theory]
Generated description
Concurrent majority theory is a political doctrine that holds that major decisions in a diverse society should require the consent of all significant interest groups or regions, effectively giving each a veto to protect minority interests against a simple numerical majority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: concurrent majority theory
Target entity description: Concurrent majority theory is a political doctrine that holds that major decisions in a diverse society should require the consent of all significant interest groups or regions, effectively giving each a veto to protect minority interests against a simple numerical majority.
  • A. Arrow’s impossibility theorem
    Arrow’s impossibility theorem is a foundational result in social choice theory showing that no voting system can convert individual preferences into a collective ranking while simultaneously satisfying a set of seemingly reasonable fairness criteria.
  • B. A Majority of One
    A Majority of One is a 1959 Broadway play (later adapted into a film) that explores cultural clashes and mutual understanding between a Jewish widow and a Japanese businessman.
  • C. Paxos
    Paxos is a small Greek island in the Ionian Sea, known for its clear turquoise waters, olive groves, and tranquil, less-touristed atmosphere.
  • D. Collective Choice and Social Welfare
    Collective Choice and Social Welfare is a foundational work in social choice theory that rigorously examines how individual preferences can be aggregated into collective decisions while addressing issues of welfare, justice, and fairness.
  • E. Polyarchy: Participation and Opposition
    Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc18aa9d48190893ca32558730e9c completed March 7, 2026, 6:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71cb1540819093db7f91ae66c19f completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae72a2b92c8190a7d4ff441f1cb1ce completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae732a7cf08190b119ca7809350269 completed March 9, 2026, 7:13 a.m.
Created at: March 4, 2026, 7:48 p.m.