Triple
T21128386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Surface Transportation Assistance Act of 1982 |
E520618
|
entity |
| Predicate | allocatesFundingTo |
P63499
|
FINISHED |
| Object | federal-aid highways |
—
|
LITERAL 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: federal-aid highways | Statement: [Surface Transportation Assistance Act of 1982, allocatesFundingTo, federal-aid highways]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: allocatesFundingTo Context triple: [Surface Transportation Assistance Act of 1982, allocatesFundingTo, federal-aid highways]
-
A.
additionalFunding
Indicates that one entity provides or allocates extra financial resources beyond an initial or existing amount to another entity or project.
-
B.
fundingContext
Indicates the circumstances, purpose, or conditions under which funding is provided or used in a given relationship or action.
-
C.
fundingCommitment
Indicates a promise or obligation by one party to provide a specified amount or type of funding to another party or project.
-
D.
fundedBy
Indicates that an entity receives financial support or resources from another entity.
-
E.
fundingComponent
chosen
Indicates that one entity serves as a financial contributor or funding source for another entity or activity.
- F. None of above.
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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223a7a588190a01a66921b79b98b |
completed | April 21, 2026, 7:07 a.m. |
| PD | Predicate disambiguation | batch_69e5f5ed6c8c8190b31092a5d4c3de5d |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 2:56 p.m.