Triple

T17875556
Position Surface form Disambiguated ID Type / Status
Subject Ambiguity and Choice in Organizations E446942 entity
Predicate title P38 FINISHED
Object Ambiguity and Choice in Organizations — NE NERFINISHED

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: Ambiguity and Choice in Organizations | Statement: [Ambiguity and Choice in Organizations, title, Ambiguity and Choice in Organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ambiguity and Choice in Organizations
Context triple: [Ambiguity and Choice in Organizations, title, Ambiguity and Choice in Organizations]
  • A. Ambiguity and Choice in Organizations chosen
    Ambiguity and Choice in Organizations is a foundational organizational theory book that explores how limited information, conflicting goals, and uncertainty shape decision-making processes within organizations.
  • B. Decisions and Organizations
    Decisions and Organizations is a seminal collection of essays by James G. March that explores decision-making processes, organizational behavior, and theories of organizational choice.
  • C. garbage can model of organizational choice
    The garbage can model of organizational choice is a theory in organizational studies that portrays decision-making in complex organizations as a chaotic process where problems, solutions, participants, and opportunities flow independently and are only loosely coupled.
  • D. Organization Theory: From Chester Barnard to the Present and Beyond
    "Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
  • E. Towards a Methodology of the Problem of Organization
    "Towards a Methodology of the Problem of Organization" is a theoretical essay by Georg Lukács that examines how revolutionary socialist organization should be understood and structured within the broader framework of Marxist theory and class consciousness.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa614b48190bdc9e905e9e6d5e0 completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 10:18 a.m.