Triple

T431696
Position Surface form Disambiguated ID Type / Status
Subject Herbert A. Simon E9726 entity
Predicate notableWork P4 FINISHED
Object 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.
E54406 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: Administrative Behavior | Statement: [Herbert A. Simon, notableWork, Administrative Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Administrative Behavior
Context triple: [Herbert A. Simon, notableWork, Administrative Behavior]
  • A. Administrative Management Section
    The Administrative Management Section is an internal unit of the U.S. Department of Justice’s Civil Rights Division responsible for providing administrative, budgetary, and operational support to the division’s civil rights enforcement work.
  • B. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • C. School of Public Administration
    The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
  • D. Administrative Procedure Act
    The Administrative Procedure Act is a foundational U.S. federal law that governs how federal agencies propose and establish regulations, conduct rulemaking, and provide for public participation and judicial review.
  • E. Council of Administration
    The Council of Administration is a governing body of the Universal Postal Union responsible for overseeing its operations, policy implementation, and strategic direction between congresses.
  • 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: Administrative Behavior
Triple: [Herbert A. Simon, notableWork, Administrative Behavior]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Administrative Behavior
Target entity description: 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.
  • A. Administrative Management Section
    The Administrative Management Section is an internal unit of the U.S. Department of Justice’s Civil Rights Division responsible for providing administrative, budgetary, and operational support to the division’s civil rights enforcement work.
  • B. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • C. School of Public Administration
    The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
  • D. Administrative Procedure Act
    The Administrative Procedure Act is a foundational U.S. federal law that governs how federal agencies propose and establish regulations, conduct rulemaking, and provide for public participation and judicial review.
  • E. Office of Management and Policy
    The Office of Management and Policy is an administrative division within the U.S. Department of Labor’s Office of Inspector General that oversees internal management, budgeting, and policy coordination to support the agency’s oversight mission.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eef07e748190b05392778f3de980 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f6938a08190a6c1433242832dea completed March 1, 2026, 12:22 p.m.
NEDg Description generation batch_69a43038d2348190a348e6661d27dde4 completed March 1, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69a430f6c6f88190b5aecfe3c4c8957d completed March 1, 2026, 12:28 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.