Triple

T4021407
Position Surface form Disambiguated ID Type / Status
Subject SAGE journals E91285 entity
Predicate associatedWith P37 FINISHED
Object Organization Studies
Organization Studies is a leading peer-reviewed academic journal that publishes research on organizations, organizing processes, and organizational theory across disciplines.
E407026 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: Organization Studies | Statement: [SAGE journals, associatedWith, Organization Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organization Studies
Context triple: [SAGE journals, associatedWith, Organization Studies]
  • A. Organization Science
    Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
  • B. Social Sciences
    Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
  • C. Department of Management and Organization
    The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
  • D. School of Human Resource Management
    The School of Human Resource Management is an academic unit specializing in the study and professional training of human resources, employment relations, and workplace management within the broader liberal arts and professional studies context.
  • E. Society for the Anthropology of Work
    The Society for the Anthropology of Work is a scholarly section of anthropologists dedicated to researching and understanding work, labor, and employment in diverse cultural and social contexts.
  • 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: Organization Studies
Triple: [SAGE journals, associatedWith, Organization Studies]
Generated description
Organization Studies is a leading peer-reviewed academic journal that publishes research on organizations, organizing processes, and organizational theory across disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organization Studies
Target entity description: Organization Studies is a leading peer-reviewed academic journal that publishes research on organizations, organizing processes, and organizational theory across disciplines.
  • A. Organization Science
    Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
  • B. Social Sciences
    Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
  • C. Department of Management and Organization
    The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
  • D. School of Human Resource Management
    The School of Human Resource Management is an academic unit specializing in the study and professional training of human resources, employment relations, and workplace management within the broader liberal arts and professional studies context.
  • E. Society for the Anthropology of Work
    The Society for the Anthropology of Work is a scholarly section of anthropologists dedicated to researching and understanding work, labor, and employment in diverse cultural and social contexts.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefacb4c208190b8dd595a534850b2 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c7fd474819097766194ca8d165d completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54dd51ef48190974bb190d32016bc completed March 14, 2026, noon
NED2 Entity disambiguation (via description) batch_69b54e498320819088fea96b83564c69 completed March 14, 2026, 12:02 p.m.
Created at: March 9, 2026, 3:35 p.m.