Triple

T5769580
Position Surface form Disambiguated ID Type / Status
Subject Individual Taxpayer Identification Number E127293 entity
Predicate applicationForm P5463 FINISHED
Object Form W-7
Form W-7 is an IRS document used by individuals who are not eligible for a Social Security Number to request an Individual Taxpayer Identification Number for U.S. tax purposes.
 E544049 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: Form W-7 | Statement: [Individual Taxpayer Identification Number, applicationForm, Form W-7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Form W-7
Context triple: [Individual Taxpayer Identification Number, applicationForm, Form W-7]
  • 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-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • C. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • D. I-190
    I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
  • E. Form W-3
    Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
  • 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: Form W-7
Triple: [Individual Taxpayer Identification Number, applicationForm, Form W-7]
Generated description
Form W-7 is an IRS document used by individuals who are not eligible for a Social Security Number to request an Individual Taxpayer Identification Number for U.S. tax purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Form W-7
Target entity description: Form W-7 is an IRS document used by individuals who are not eligible for a Social Security Number to request an Individual Taxpayer Identification Number for U.S. tax purposes.
  • 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-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • C. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • D. I-190
    I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
  • E. Form W-3
    Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
  • 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.