Triple

T8651371
Position Surface form Disambiguated ID Type / Status
Subject Small Business Administration 7(a) Loan Program E205105 entity
Predicate legalBasis P125 FINISHED
Object Small Business Act of 1953
The Small Business Act of 1953 is a landmark U.S. federal law that created the Small Business Administration and established a framework of programs and protections to support and promote small businesses.
E749744 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: Small Business Act of 1953 | Statement: [Small Business Administration 7(a) Loan Program, legalBasis, Small Business Act of 1953]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Business Act of 1953
Context triple: [Small Business Administration 7(a) Loan Program, legalBasis, Small Business Act of 1953]
  • A. Small Business Act of 1958
    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. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • C. Wheeler–Howard Act
    The Wheeler–Howard Act, formally known as the Indian Reorganization Act of 1934, is a U.S. federal law that ended the allotment of tribal lands and aimed to restore tribal self-government and communal landholding for Native American tribes.
  • D. Agricultural Marketing Act of 1946
    The Agricultural Marketing Act of 1946 is a U.S. federal law that modernized and expanded government authority to develop quality standards, grading, and inspection services for agricultural products to facilitate fair trade and consumer protection.
  • E. Trade Expansion Act of 1962
    The Trade Expansion Act of 1962 is a U.S. federal law that significantly broadened presidential authority to negotiate international trade agreements and reduce tariffs, laying groundwork for modern American trade policy institutions.
  • 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: Small Business Act of 1953
Triple: [Small Business Administration 7(a) Loan Program, legalBasis, Small Business Act of 1953]
Generated description
The Small Business Act of 1953 is a landmark U.S. federal law that created the Small Business Administration and established a framework of programs and protections to support and promote small businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Business Act of 1953
Target entity description: The Small Business Act of 1953 is a landmark U.S. federal law that created the Small Business Administration and established a framework of programs and protections to support and promote small businesses.
  • A. Small Business Act of 1958
    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. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • C. Wheeler–Howard Act
    The Wheeler–Howard Act, formally known as the Indian Reorganization Act of 1934, is a U.S. federal law that ended the allotment of tribal lands and aimed to restore tribal self-government and communal landholding for Native American tribes.
  • D. Agricultural Marketing Act of 1946
    The Agricultural Marketing Act of 1946 is a U.S. federal law that modernized and expanded government authority to develop quality standards, grading, and inspection services for agricultural products to facilitate fair trade and consumer protection.
  • E. Trade Expansion Act of 1962
    The Trade Expansion Act of 1962 is a U.S. federal law that significantly broadened presidential authority to negotiate international trade agreements and reduce tariffs, laying groundwork for modern American trade policy institutions.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48150e6c8190a7a3b92b4b640858 completed March 31, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccc95b588190b5e44c73cf93d18b completed April 2, 2026, 8:08 p.m.
NEDg Description generation batch_69cece1681288190a6c99407bc2f0bdd completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecec118ac81909fbcafe841354c32 completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:29 p.m.