Triple

T17229625
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasImportantWork P67599 FINISHED
Object Collective Choice and Social Welfare E20973 NE FINISHED

How this triple was built (2 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: Collective Choice and Social Welfare | Statement: [socialist calculation debate, hasImportantWork, Collective Choice and Social Welfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Collective Choice and Social Welfare
Context triple: [socialist calculation debate, hasImportantWork, Collective Choice and Social Welfare]
  • A. Collective Choice and Social Welfare chosen
    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.
  • B. Social Choice and Individual Values
    Social Choice and Individual Values is a foundational 1951 book by economist Kenneth Arrow that established modern social choice theory and introduced Arrow’s impossibility theorem.
  • C. 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.
  • D. The Logic of Preference
    The Logic of Preference is a seminal philosophical work by G. H. von Wright that systematically develops the formal logic and theory of preference and choice.
  • E. social choice theory
    Social choice theory is a field of economics and political science that studies how individual preferences can be aggregated into collective decisions or social welfare judgments.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
Created at: April 10, 2026, 5:39 a.m.