Triple
T2752833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 96-480 |
E61026
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | United States technology transfer legislation |
unclear NED1
|
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: United States technology transfer legislation | Statement: [96-480, partOf, United States technology transfer legislation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States technology transfer legislation Context triple: [96-480, partOf, United States technology transfer legislation]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Patent and Trademark Law Amendments Act
The Patent and Trademark Law Amendments Act, commonly known as the Bayh–Dole Act, is a U.S. federal law that allows universities, small businesses, and non-profits to retain ownership of inventions developed with federal funding, thereby promoting commercialization of research.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide. chosen
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_69ab4b7a85bc819094a349b84beb1f2c |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb6ed9c08190824d1866e198ef80 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbdb43d481909bf4e61840979c0a |
completed | March 10, 2026, 6:36 a.m. |
Created at: March 6, 2026, 9:56 p.m.