Triple

T5769582
Position Surface form Disambiguated ID Type / Status
Subject Individual Taxpayer Identification Number E127293 entity
Predicate applicationMethod P859 FINISHED
Object in-person application at IRS Taxpayer Assistance Center
An in-person application at an IRS Taxpayer Assistance Center is a face-to-face service option where taxpayers can visit an IRS office to submit forms and receive assistance with matters such as obtaining an Individual Taxpayer Identification Number (ITIN).
E544050 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: in-person application at IRS Taxpayer Assistance Center | Statement: [Individual Taxpayer Identification Number, applicationMethod, in-person application at IRS Taxpayer Assistance Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: in-person application at IRS Taxpayer Assistance Center
Context triple: [Individual Taxpayer Identification Number, applicationMethod, in-person application at IRS Taxpayer Assistance Center]
  • A. I-540
    I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
  • B. I-110
    I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
  • C. Your Voice at the IRS
    "Your Voice at the IRS" is the motto of the Taxpayer Advocate Service, emphasizing its role as an independent organization within the IRS that represents and protects taxpayer interests.
  • 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. IN Department of Revenue
    The IN Department of Revenue is the Indiana state government agency responsible for administering and collecting state taxes and overseeing related fiscal regulations.
  • 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: in-person application at IRS Taxpayer Assistance Center
Triple: [Individual Taxpayer Identification Number, applicationMethod, in-person application at IRS Taxpayer Assistance Center]
Generated description
An in-person application at an IRS Taxpayer Assistance Center is a face-to-face service option where taxpayers can visit an IRS office to submit forms and receive assistance with matters such as obtaining an Individual Taxpayer Identification Number (ITIN).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: in-person application at IRS Taxpayer Assistance Center
Target entity description: An in-person application at an IRS Taxpayer Assistance Center is a face-to-face service option where taxpayers can visit an IRS office to submit forms and receive assistance with matters such as obtaining an Individual Taxpayer Identification Number (ITIN).
  • A. I-540
    I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
  • B. I-110
    I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
  • C. Your Voice at the IRS
    "Your Voice at the IRS" is the motto of the Taxpayer Advocate Service, emphasizing its role as an independent organization within the IRS that represents and protects taxpayer interests.
  • 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. IN Department of Revenue
    The IN Department of Revenue is the Indiana state government agency responsible for administering and collecting state taxes and overseeing related fiscal regulations.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029aa877c8190bf6a944f18cca3b8 completed March 22, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e61127c8190833e279403af6605 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08cc5c48481909c1ac21d586b3263 completed March 23, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69c08d42cac88190b6cd454e8c31a4ef completed March 23, 2026, 12:45 a.m.
Created at: March 22, 2026, 3:50 p.m.