Triple

T419554
Position Surface form Disambiguated ID Type / Status
Subject Regulation A E8069 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E53088 NE FINISHED

How this triple was built (4 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: Jumpstart Our Business Startups Act | Statement: [Regulation A, amendedBy, Jumpstart Our Business Startups Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jumpstart Our Business Startups Act
Context triple: [Regulation A, amendedBy, Jumpstart Our Business Startups Act]
  • A. 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.
  • B. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • C. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • D. Small Business Investment Company Program
    The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
  • E. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jumpstart Our Business Startups Act
Triple: [Regulation A, amendedBy, Jumpstart Our Business Startups Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jumpstart Our Business Startups Act
Target entity description: 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.
  • A. 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.
  • B. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • C. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • D. Small Business Investment Company Program
    The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
  • E. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • F. None of above. chosen

Provenance (5 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee917de48190965fba455efd2320 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42543e3ec81908a56075495b1279f completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425c76efc81909af302d129547b16 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a4261ecbfc819084d9d3d5a352b5cc completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.