Triple

T307455
Position Surface form Disambiguated ID Type / Status
Subject Bayh–Dole Act E6333 entity
Predicate amendedBy P1121 FINISHED
Object Technical Corrections to the Bayh–Dole Act
Technical Corrections to the Bayh–Dole Act is a legislative measure that refined and clarified the original Bayh–Dole Act’s provisions governing the ownership and commercialization of inventions arising from federally funded research.
E39546 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: Technical Corrections to the Bayh–Dole Act | Statement: [Bayh–Dole Act, amendedBy, Technical Corrections to the Bayh–Dole Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technical Corrections to the Bayh–Dole Act
Context triple: [Bayh–Dole Act, amendedBy, Technical Corrections to the Bayh–Dole Act]
  • A. Bayh–Dole Act
    The Bayh–Dole Act is a landmark 1980 U.S. law that allows universities, small businesses, and other institutions to retain ownership of inventions developed with federal funding, spurring technology transfer and commercialization.
  • B. 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.
  • C. 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.
  • D. Budapest Treaty on the International Recognition of the Deposit of Microorganisms for the Purposes of Patent Procedure
    The Budapest Treaty on the International Recognition of the Deposit of Microorganisms for the Purposes of Patent Procedure is an international agreement that standardizes how deposits of microorganisms are recognized for patent applications, allowing a single deposit at an approved authority to be accepted by all member states.
  • E. 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.
  • 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: Technical Corrections to the Bayh–Dole Act
Triple: [Bayh–Dole Act, amendedBy, Technical Corrections to the Bayh–Dole Act]
Generated description
Technical Corrections to the Bayh–Dole Act is a legislative measure that refined and clarified the original Bayh–Dole Act’s provisions governing the ownership and commercialization of inventions arising from federally funded research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Technical Corrections to the Bayh–Dole Act
Target entity description: Technical Corrections to the Bayh–Dole Act is a legislative measure that refined and clarified the original Bayh–Dole Act’s provisions governing the ownership and commercialization of inventions arising from federally funded research.
  • A. Bayh–Dole Act
    The Bayh–Dole Act is a landmark 1980 U.S. law that allows universities, small businesses, and other institutions to retain ownership of inventions developed with federal funding, spurring technology transfer and commercialization.
  • B. 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.
  • C. 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.
  • D. Budapest Treaty on the International Recognition of the Deposit of Microorganisms for the Purposes of Patent Procedure
    The Budapest Treaty on the International Recognition of the Deposit of Microorganisms for the Purposes of Patent Procedure is an international agreement that standardizes how deposits of microorganisms are recognized for patent applications, allowing a single deposit at an approved authority to be accepted by all member states.
  • E. 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.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea313be88190b4441f3ea41a99e2 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b4744d188190a38831b251ca4901 completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b544d6b081908b11d83449f40e67 completed March 1, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3b5b7c9a48190afea4c39ab702fb9 completed March 1, 2026, 3:42 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.