Triple
T21128426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capital Investment Grants |
E520619
|
entity |
| Predicate | fundingSource |
P67
|
FINISHED |
| Object | Mass Transit Account of the Highway Trust Fund |
—
|
NE NERFINISHED |
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: Mass Transit Account of the Highway Trust Fund | Statement: [Capital Investment Grants, fundingSource, Mass Transit Account of the Highway Trust Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mass Transit Account of the Highway Trust Fund Context triple: [Capital Investment Grants, fundingSource, Mass Transit Account of the Highway Trust Fund]
-
A.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
B.
Transportation Equity Act for the 21st Century
The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
-
C.
Transit Cooperative Research Program
The Transit Cooperative Research Program is a U.S.-based applied research initiative that develops practical solutions and guidance to improve public transportation systems and services.
-
D.
National Land Transport Fund
The National Land Transport Fund is New Zealand’s central pool of dedicated revenue used to plan, build, operate, and maintain the country’s land transport system.
-
E.
Highway Trust Fund
chosen
The Highway Trust Fund is a U.S. federal transportation fund, primarily financed by fuel and related excise taxes, that supports the construction and maintenance of highways and mass transit systems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223a7a588190a01a66921b79b98b |
completed | April 21, 2026, 7:07 a.m. |
Created at: April 16, 2026, 2:56 p.m.