Triple

T1122499
Position Surface form Disambiguated ID Type / Status
Subject President's Science Advisory Committee E24641 entity
Predicate notableReport P25197 FINISHED
Object 1963 report "Use of Behavioral Sciences in Government"
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.
E127727 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: 1963 report "Use of Behavioral Sciences in Government" | Statement: [President's Science Advisory Committee, notableReport, 1963 report "Use of Behavioral Sciences in Government"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1963 report "Use of Behavioral Sciences in Government"
Context triple: [President's Science Advisory Committee, notableReport, 1963 report "Use of Behavioral Sciences in Government"]
  • A. Patten Report
    The Patten Report is a landmark 1999 document that recommended sweeping reforms to policing in Northern Ireland, leading to the creation of the Police Service of Northern Ireland (PSNI) and reshaping the role and structure of the former Royal Ulster Constabulary.
  • B. 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.
  • C. Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework"
    Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework" is a seminal work in computing that outlined a visionary approach to using interactive computers to enhance human problem-solving and collaboration.
  • D. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • E. National Science and Technology Policy, Organization, and Priorities Act of 1976
    The National Science and Technology Policy, Organization, and Priorities Act of 1976 is a U.S. federal law that established a coordinated national framework for science and technology policy and created the White House Office of Science and Technology Policy.
  • 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: 1963 report "Use of Behavioral Sciences in Government"
Triple: [President's Science Advisory Committee, notableReport, 1963 report "Use of Behavioral Sciences in Government"]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1963 report "Use of Behavioral Sciences in Government"
Target entity description: 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.
  • A. Patten Report
    The Patten Report is a landmark 1999 document that recommended sweeping reforms to policing in Northern Ireland, leading to the creation of the Police Service of Northern Ireland (PSNI) and reshaping the role and structure of the former Royal Ulster Constabulary.
  • B. 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.
  • C. Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework"
    Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework" is a seminal work in computing that outlined a visionary approach to using interactive computers to enhance human problem-solving and collaboration.
  • D. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • E. National Science and Technology Policy, Organization, and Priorities Act of 1976
    The National Science and Technology Policy, Organization, and Priorities Act of 1976 is a U.S. federal law that established a coordinated national framework for science and technology policy and created the White House Office of Science and Technology Policy.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bf0ecd448190affb5c24c3520732 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac539d51848190a9eb9ddaa7e4c6a8 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac54426e3c8190af166a54af44e210 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac54bb7b148190ba1c8ab2202cf429 completed March 7, 2026, 4:39 p.m.
Created at: March 1, 2026, 7:44 p.m.