Triple
T6411977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Use of Behavioral Sciences in Government |
E127727
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Use of Behavioral Sciences in Government |
E127727
|
NE FINISHED |
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: Use of Behavioral Sciences in Government | Statement: [Use of Behavioral Sciences in Government, title, Use of Behavioral Sciences in Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Use of Behavioral Sciences in Government Context triple: [Use of Behavioral Sciences in Government, title, Use of Behavioral Sciences in Government]
-
A.
1963 report "Use of Behavioral Sciences in Government"
chosen
The 1963 report "Use of Behavioral Sciences in Government" is a landmark advisory document that examined how insights from psychology and other behavioral sciences could be systematically applied to improve U.S. federal policymaking and administration.
-
B.
Evidence-Based Policymaking framework
The Evidence-Based Policymaking framework is a structured approach to designing, implementing, and evaluating public policies using rigorous data analysis, research, and measurable outcomes to inform government decision-making.
-
C.
Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
-
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.
Bureaucracy: What Government Agencies Do and Why They Do It
"Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068d228208190ba05eeb7707482fe |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640c48e688190981a19ce5eb2af44 |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:42 p.m.