Triple
T1808380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 8(a) Business Development Program |
E40272
|
entity |
| Predicate | contractingAdvantage |
P32148
|
FINISHED |
| Object | eligibility for sole-source contracts up to certain thresholds |
—
|
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: eligibility for sole-source contracts up to certain thresholds | Statement: [8(a) Business Development Program, contractingAdvantage, eligibility for sole-source contracts up to certain thresholds]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: contractingAdvantage Context triple: [8(a) Business Development Program, contractingAdvantage, eligibility for sole-source contracts up to certain thresholds]
-
A.
notableAdvantage
Indicates that one entity possesses a significant benefit, edge, or favorable quality over another entity or in a given context.
-
B.
primaryContractor
Indicates that one entity serves as the main responsible contractor for a project, agreement, or work in relation to another entity.
-
C.
hasExclusiveContractFor
Indicates that one party holds sole contractual rights to provide, use, or represent a specific product, service, or opportunity, excluding all other potential counterparties.
-
D.
contractFeature
Indicates that one entity is a feature, term, or provision that is included in or associated with a particular contract.
-
E.
exclusiveBenefit
Indicates that a benefit is provided to one party or group in a way that excludes others from receiving the same advantage.
- F. None of above. chosen
Provenance (4 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69ab694d75ac8190a4d61399c04b9fb9 |
completed | March 6, 2026, 11:54 p.m. |
| PD | Predicate disambiguation | batch_69aa61d6b8ec8190a1597b2e44ea6534 |
completed | March 6, 2026, 5:10 a.m. |
| PDg | Predicate description generation | batch_69ab694bf6a08190a02ce2fc979e6701 |
completed | March 6, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:32 p.m.