Triple

T699493
Position Surface form Disambiguated ID Type / Status
Subject NFIB v. Sebelius E13966 entity
Predicate petitioner P3132 FINISHED
Object National Federation of Independent Business
The National Federation of Independent Business is a U.S. advocacy organization representing small and independent businesses, known for its prominent role in legal and political challenges to federal regulations, including the Affordable Care Act.
E85760 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: National Federation of Independent Business | Statement: [NFIB v. Sebelius, petitioner, National Federation of Independent Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Federation of Independent Business
Context triple: [NFIB v. Sebelius, petitioner, National Federation of Independent Business]
  • A. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • B. National Foreign Trade Council
    The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
  • C. Minority Business Development Agency
    The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
  • D. US-India Business Council
    The US-India Business Council is a leading bilateral trade association that promotes commercial and strategic ties between the United States and India by representing major companies and facilitating policy dialogue.
  • E. The Business Council
    The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
  • 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: National Federation of Independent Business
Triple: [NFIB v. Sebelius, petitioner, National Federation of Independent Business]
Generated description
The National Federation of Independent Business is a U.S. advocacy organization representing small and independent businesses, known for its prominent role in legal and political challenges to federal regulations, including the Affordable Care Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Federation of Independent Business
Target entity description: The National Federation of Independent Business is a U.S. advocacy organization representing small and independent businesses, known for its prominent role in legal and political challenges to federal regulations, including the Affordable Care Act.
  • A. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • B. National Foreign Trade Council
    The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
  • C. Minority Business Development Agency
    The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
  • D. US-India Business Council
    The US-India Business Council is a leading bilateral trade association that promotes commercial and strategic ties between the United States and India by representing major companies and facilitating policy dialogue.
  • E. The Business Council
    The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0dd4afc81909e4e869356006f33 completed March 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dcac4e9c8190bb6903916a6624a8 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5dfa4a07c8190ac4f477e324b46ff completed March 2, 2026, 7:06 p.m.
NED2 Entity disambiguation (via description) batch_69a607857b648190a37bf535428e2afd completed March 2, 2026, 9:56 p.m.
Created at: March 1, 2026, 7:36 p.m.