Triple

T2564629
Position Surface form Disambiguated ID Type / Status
Subject Chief Information Officer of the U.S. Department of Labor E57321 entity
Predicate legalBasis P125 FINISHED
Object Clinger–Cohen Act of 1996
The Clinger–Cohen Act of 1996 is a U.S. federal law that reformed how the government acquires, manages, and uses information technology by emphasizing performance-based management and the establishment of agency Chief Information Officers.
E278398 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: Clinger–Cohen Act of 1996 | Statement: [Chief Information Officer of the U.S. Department of Labor, legalBasis, Clinger–Cohen Act of 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinger–Cohen Act of 1996
Context triple: [Chief Information Officer of the U.S. Department of Labor, legalBasis, Clinger–Cohen Act of 1996]
  • A. Stevenson-Wydler Technology Innovation Act of 1980
    The Stevenson-Wydler Technology Innovation Act of 1980 is a U.S. federal law designed to promote the transfer of technology from federal laboratories to the private sector and encourage innovation and commercialization of federally funded research.
  • B. Government Performance and Results Act of 1993
    The Government Performance and Results Act of 1993 is a U.S. federal law that requires agencies to set strategic goals, measure performance, and report on their results to improve government accountability and effectiveness.
  • C. Federal Technology Transfer Act of 1986
    The Federal Technology Transfer Act of 1986 is a U.S. law that strengthened and formalized the process for federal laboratories to collaborate with industry and transfer government-developed technologies into the private sector.
  • D. Shepard–Byrd Act
    The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
  • E. E-Government Act of 2002
    The E-Government Act of 2002 is a U.S. federal law that promotes the use of information technology to improve government services, management, and access to public information while strengthening privacy and security protections.
  • 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: Clinger–Cohen Act of 1996
Triple: [Chief Information Officer of the U.S. Department of Labor, legalBasis, Clinger–Cohen Act of 1996]
Generated description
The Clinger–Cohen Act of 1996 is a U.S. federal law that reformed how the government acquires, manages, and uses information technology by emphasizing performance-based management and the establishment of agency Chief Information Officers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinger–Cohen Act of 1996
Target entity description: The Clinger–Cohen Act of 1996 is a U.S. federal law that reformed how the government acquires, manages, and uses information technology by emphasizing performance-based management and the establishment of agency Chief Information Officers.
  • A. Stevenson-Wydler Technology Innovation Act of 1980
    The Stevenson-Wydler Technology Innovation Act of 1980 is a U.S. federal law designed to promote the transfer of technology from federal laboratories to the private sector and encourage innovation and commercialization of federally funded research.
  • B. Government Performance and Results Act of 1993
    The Government Performance and Results Act of 1993 is a U.S. federal law that requires agencies to set strategic goals, measure performance, and report on their results to improve government accountability and effectiveness.
  • C. Federal Technology Transfer Act of 1986
    The Federal Technology Transfer Act of 1986 is a U.S. law that strengthened and formalized the process for federal laboratories to collaborate with industry and transfer government-developed technologies into the private sector.
  • D. Shepard–Byrd Act
    The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
  • E. E-Government Act of 2002
    The E-Government Act of 2002 is a U.S. federal law that promotes the use of information technology to improve government services, management, and access to public information while strengthening privacy and security protections.
  • 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_69ab4a4ef9008190a0e6d4422b9418b7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd35dce0081909fcac5ac5ad6b841 completed March 7, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d283ab48190a04fab64a6492306 completed March 9, 2026, 11:52 p.m.
NEDg Description generation batch_69af5dea244c81909bd6bcdba0edf958 completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e69ac3481908f48ad0efcd13767 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.