Triple
T21128633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FAST Act |
E520623
|
entity |
| Predicate | authorizesSpending |
P10367
|
FINISHED |
| Object | over 300 billion US dollars |
—
|
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: over 300 billion US dollars | Statement: [FAST Act, authorizesSpending, over 300 billion US dollars]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: authorizesSpending Context triple: [FAST Act, authorizesSpending, over 300 billion US dollars]
-
A.
authorizedSpending
Indicates that an entity has been granted permission to spend or allocate a specified amount of resources, typically funds, under defined conditions.
-
B.
overseesSpendingOf
Indicates that one entity has authority to monitor, direct, or control how another entity’s funds or budget are used.
-
C.
supportsSpendingCategory
Indicates that one entity allows, enables, or is compatible with making expenditures in a specified spending category.
-
D.
authorizesFundingFor
chosen
Indicates that one entity grants official approval or permission for financial resources to be provided to another entity or purpose.
-
E.
authorizedBudget
Indicates that a specified budget amount has been formally approved for use by or for a particular entity or purpose.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
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.