Triple

T55683
Position Surface form Disambiguated ID Type / Status
Subject Stevenson-Wydler Technology Innovation Act of 1980 E1100 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E5660 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: Federal Technology Transfer Act of 1986 | Statement: [Stevenson-Wydler Technology Innovation Act of 1980, amendedBy, Federal Technology Transfer Act of 1986]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Technology Transfer Act of 1986
Context triple: [Stevenson-Wydler Technology Innovation Act of 1980, amendedBy, Federal Technology Transfer Act of 1986]
  • 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. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • C. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • D. Public Law 80-253
    Public Law 80-253 is the formal designation of the landmark National Security Act of 1947, which reorganized the U.S. military and intelligence structure after World War II.
  • E. Riegle Community Development and Regulatory Improvement Act of 1994
    The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
  • 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: Federal Technology Transfer Act of 1986
Triple: [Stevenson-Wydler Technology Innovation Act of 1980, amendedBy, Federal Technology Transfer Act of 1986]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Technology Transfer Act of 1986
Target entity description: 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.
  • 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. Public Law 93-198
    Public Law 93-198 is the 1973 federal statute that granted the District of Columbia limited home rule, establishing an elected mayor and city council while retaining certain congressional oversight.
  • C. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • D. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • E. Public Law 80-253
    Public Law 80-253 is the formal designation of the landmark National Security Act of 1947, which reorganized the U.S. military and intelligence structure after World War II.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b07f4a881909e32115e84da02a3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255398bac81909c4ae9bba79f6c19 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a2570e30d88190b7a0d20cf3a94760 completed Feb. 28, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69a257a1f340819091d3aa5a665ce50b completed Feb. 28, 2026, 2:49 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.