Triple
T1808355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 8(a) Business Development Program |
E40272
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Section 8(a) of the Small Business Act |
E145368
|
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: Section 8(a) of the Small Business Act | Statement: [8(a) Business Development Program, legalBasis, Section 8(a) of the Small Business Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Section 8(a) of the Small Business Act Context triple: [8(a) Business Development Program, legalBasis, Section 8(a) of the Small Business Act]
-
A.
Small Business Act of 1958
chosen
The Small Business Act of 1958 is a landmark U.S. federal law that established comprehensive support and protections for small businesses, including strengthening the role and authority of the Small Business Administration.
-
B.
Small Business Jobs Act of 2010
The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
-
C.
Jumpstart Our Business Startups Act
The Jumpstart Our Business Startups (JOBS) Act is a 2012 U.S. federal law designed to make it easier for small and emerging companies to raise capital by easing securities regulations and expanding access to public and private fundraising.
-
D.
Clayton Act provisions
The Clayton Act provisions are U.S. federal antitrust rules that restrict anti-competitive practices such as price discrimination, exclusive dealing, tying arrangements, and certain mergers and acquisitions to protect market competition.
-
E.
Administrative Procedure Act
The Administrative Procedure Act is a foundational U.S. federal law that governs how federal agencies propose and establish regulations, conduct rulemaking, and provide for public participation and judicial review.
- 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6599f35c8190aefd20773365fdcf |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf58cf648190a5a71adc82cfb618 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.