Triple

T21965962
Position Surface form Disambiguated ID Type / Status
Subject Loyola University Chicago School of Law E542456 entity
Predicate hasClinic P2836 FINISHED
Object Federal Tax Clinic
The Federal Tax Clinic is a legal clinic at Loyola University Chicago School of Law where law students, under faculty supervision, represent low-income taxpayers in disputes with the Internal Revenue Service and related tax matters.
E1510097 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: Federal Tax Clinic | Statement: [Loyola University Chicago School of Law, hasClinic, Federal Tax Clinic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Tax Clinic
Context triple: [Loyola University Chicago School of Law, hasClinic, Federal Tax Clinic]
  • A. 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.
  • B. 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.
  • C. Federal Tax Administration
    The Federal Tax Administration is Switzerland’s national authority responsible for implementing and enforcing federal tax laws, collecting federal taxes, and overseeing the country’s tax system.
  • D. 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.
  • E. 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.
  • 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: Federal Tax Clinic
Triple: [Loyola University Chicago School of Law, hasClinic, Federal Tax Clinic]
Generated description
The Federal Tax Clinic is a legal clinic at Loyola University Chicago School of Law where law students, under faculty supervision, represent low-income taxpayers in disputes with the Internal Revenue Service and related tax matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Tax Clinic
Target entity description: The Federal Tax Clinic is a legal clinic at Loyola University Chicago School of Law where law students, under faculty supervision, represent low-income taxpayers in disputes with the Internal Revenue Service and related tax matters.
  • A. 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.
  • B. 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.
  • C. Federal Tax Administration
    The Federal Tax Administration is Switzerland’s national authority responsible for implementing and enforcing federal tax laws, collecting federal taxes, and overseeing the country’s tax system.
  • D. 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.
  • E. 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.
  • 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_69e0c47fab1081908dc74a6545dbb051 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245aabf88190a44564e6eaaa94ce completed April 28, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6714dec081908b4b7c33b10c1ccb completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67b1437c81909ad38cf9c183a073 completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68244250819082094878c9001b5c completed May 18, 2026, 1:15 a.m.
Created at: April 16, 2026, 8:01 p.m.