Triple

T101916
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Service E2056 entity
Predicate hasDivision P35 FINISHED
Object Small Business/Self-Employed Division
The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
E9168 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/Self-Employed Division | Statement: [Internal Revenue Service, hasDivision, Small Business/Self-Employed Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Business/Self-Employed Division
Context triple: [Internal Revenue Service, hasDivision, Small Business/Self-Employed Division]
  • 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. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • C. Office of Trust Services
    The Office of Trust Services is a division within the U.S. Department of the Interior responsible for managing and overseeing federal trust responsibilities for Native American tribes, individuals, and related natural resources.
  • D. Directorate of Support
    The Directorate of Support is the branch of the Central Intelligence Agency responsible for providing critical logistical, technical, and administrative services that enable the agency’s intelligence and operational missions.
  • E. Treasury Inspector General for Tax Administration
    The Treasury Inspector General for Tax Administration is an independent oversight office that audits, investigates, and promotes integrity and efficiency within the U.S. tax administration system, primarily focusing on the Internal Revenue Service (IRS).
  • 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/Self-Employed Division
Triple: [Internal Revenue Service, hasDivision, Small Business/Self-Employed Division]
Generated description
The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Business/Self-Employed Division
Target entity description: The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
  • 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. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • C. Business Law Section
    The Business Law Section is a major division of the American Bar Association that focuses on legal issues affecting businesses, corporations, and commercial transactions.
  • D. Office of Trust Services
    The Office of Trust Services is a division within the U.S. Department of the Interior responsible for managing and overseeing federal trust responsibilities for Native American tribes, individuals, and related natural resources.
  • E. Directorate of Support
    The Directorate of Support is the branch of the Central Intelligence Agency responsible for providing critical logistical, technical, and administrative services that enable the agency’s intelligence and operational missions.
  • 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a256a8b6d0819083838a9708759407 completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266ee56548190a781e2d0ea7fac2b completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a2678d1b808190aa9e6451d7945f58 completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a26853ed9881909e55192266bfd0b4 completed Feb. 28, 2026, 4 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.