Triple

T737714
Position Surface form Disambiguated ID Type / Status
Subject INFORMS E14969 entity
Predicate publishes P80 FINISHED
Object Organization Science
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
E87762 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 Science | Statement: [INFORMS, publishes, Organization Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organization Science
Context triple: [INFORMS, publishes, Organization Science]
  • A. scientific management
    Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
  • B. Office of Science
    The Office of Science is the U.S. Department of Energy’s primary scientific research arm, funding and managing fundamental research and national laboratories in fields such as physics, energy, and environmental science.
  • C. Research Directorate
    The Research Directorate is a major division of the U.S. National Security Agency responsible for advancing cryptologic science, signals intelligence technologies, and cybersecurity research.
  • D. Administrative Behavior
    Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
  • E. Council on Research
    The Council on Research is a body within the Association of Public and Land-grant Universities that focuses on advancing and supporting research activities and policies across member institutions.
  • 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 Science
Triple: [INFORMS, publishes, Organization Science]
Generated description
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organization Science
Target entity description: Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
  • A. scientific management
    Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
  • B. Office of Science
    The Office of Science is the U.S. Department of Energy’s primary scientific research arm, funding and managing fundamental research and national laboratories in fields such as physics, energy, and environmental science.
  • C. Research Directorate
    The Research Directorate is a major division of the U.S. National Security Agency responsible for advancing cryptologic science, signals intelligence technologies, and cybersecurity research.
  • D. Administrative Behavior
    Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
  • E. Council on Research
    The Council on Research is a body within the Association of Public and Land-grant Universities that focuses on advancing and supporting research activities and policies across member institutions.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5effc108190aea8fbe86641ba54 completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b4c8bb88190aa413a4bed256129 completed March 3, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a64beaafa0819099b02cca0f6c79b7 completed March 3, 2026, 2:48 a.m.
Created at: March 1, 2026, 7:37 p.m.