Triple
T1037254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highway Trust Fund |
E22390
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Infrastructure Investment and Jobs Act |
E49113
|
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: Infrastructure Investment and Jobs Act | Statement: [Highway Trust Fund, relatedTo, Infrastructure Investment and Jobs Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Investment and Jobs Act Context triple: [Highway Trust Fund, relatedTo, Infrastructure Investment and Jobs Act]
-
A.
Infrastructure Investment and Jobs Act (as president)
chosen
The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
-
B.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
C.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
D.
Cybersecurity and Infrastructure Security Agency Act of 2018
The Cybersecurity and Infrastructure Security Agency Act of 2018 is a U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts to protect critical infrastructure from cyber and physical threats.
-
E.
National Defense Authorization Act for Fiscal Year 2021
The National Defense Authorization Act for Fiscal Year 2021 is a major U.S. federal law that authorizes defense spending and includes wide-ranging policy provisions, including significant reforms to anti-money laundering regulations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82a1014819085bfc077e24c9742 |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc378fc8190846d5ffce73371dd |
completed | March 7, 2026, 2:52 p.m. |
Created at: March 1, 2026, 7:41 p.m.