Triple

T2714496
Position Surface form Disambiguated ID Type / Status
Subject Taxpayer Advocate Service E59935 entity
Predicate worksWith P398 FINISHED
Object Low Income Taxpayer Clinics
Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
E293826 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: Low Income Taxpayer Clinics | Statement: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Low Income Taxpayer Clinics
Context triple: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
  • A. Tax Law Center
    The Tax Law Center is a research and policy institute at New York University School of Law that focuses on improving the fairness and effectiveness of tax law and administration.
  • B. Taxpayer Advocate Service
    The Taxpayer Advocate Service is an independent organization within the IRS that helps taxpayers resolve problems with the tax system and works to identify and address systemic issues.
  • C. Civil Justice Clinic
    The Civil Justice Clinic is a Duke Law legal clinic where students provide supervised representation to low-income clients in civil matters, gaining practical litigation and advocacy experience.
  • D. Office of Tax Legislative Counsel
    The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
  • E. LSC
    LSC is the IATA airport code for La Florida Airport, which serves the city of La Serena in Chile.
  • 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: Low Income Taxpayer Clinics
Triple: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
Generated description
Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Low Income Taxpayer Clinics
Target entity description: Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
  • A. Tax Law Center
    The Tax Law Center is a research and policy institute at New York University School of Law that focuses on improving the fairness and effectiveness of tax law and administration.
  • B. Taxpayer Advocate Service
    The Taxpayer Advocate Service is an independent organization within the IRS that helps taxpayers resolve problems with the tax system and works to identify and address systemic issues.
  • C. Civil Justice Clinic
    The Civil Justice Clinic is a Duke Law legal clinic where students provide supervised representation to low-income clients in civil matters, gaining practical litigation and advocacy experience.
  • D. Office of Tax Legislative Counsel
    The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
  • E. LSC
    LSC is the IATA airport code for La Florida Airport, which serves the city of La Serena in Chile.
  • 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda93a2388190b55a1c821ef6bc64 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb687f6a081909ab1ba98a6ecc60f completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7c0ac9c819088939e2a20e74c24 completed March 10, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69afb84d36488190b49b05f2d5398627 completed March 10, 2026, 6:21 a.m.
Created at: March 6, 2026, 9:55 p.m.