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.