Triple

T1605608
Position Surface form Disambiguated ID Type / Status
Subject Form W-2 E34496 entity
Predicate requiredFor P100 FINISHED
Object Form 1040-NR filing
Form 1040-NR filing is the process by which nonresident aliens report their U.S.-source income and calculate their federal income tax liability to the Internal Revenue Service.
E181925 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 1040-NR filing | Statement: [Form W-2, requiredFor, Form 1040-NR filing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form 1040-NR filing
Context triple: [Form W-2, requiredFor, Form 1040-NR filing]
  • A. FATCA Form 8938
    FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
  • B. Form 941
    Form 941 is a quarterly IRS tax return that employers use to report wages paid, income tax withheld, and Social Security and Medicare payroll taxes.
  • C. Form U4
    Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
  • D. Form R
    Form R is a detailed environmental reporting form used by U.S. facilities to annually disclose releases and waste management of listed toxic chemicals under the Toxics Release Inventory program.
  • E. Consular Report of Birth Abroad (for certain citizens born abroad)
    A Consular Report of Birth Abroad is an official U.S. government document issued by a U.S. embassy or consulate that serves as proof of U.S. citizenship for eligible individuals born outside the United States.
  • 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 1040-NR filing
Triple: [Form W-2, requiredFor, Form 1040-NR filing]
Generated description
Form 1040-NR filing is the process by which nonresident aliens report their U.S.-source income and calculate their federal income tax liability to the Internal Revenue Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form 1040-NR filing
Target entity description: Form 1040-NR filing is the process by which nonresident aliens report their U.S.-source income and calculate their federal income tax liability to the Internal Revenue Service.
  • A. FATCA Form 8938
    FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
  • B. Form 941
    Form 941 is a quarterly IRS tax return that employers use to report wages paid, income tax withheld, and Social Security and Medicare payroll taxes.
  • C. Form U4
    Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
  • D. Form R
    Form R is a detailed environmental reporting form used by U.S. facilities to annually disclose releases and waste management of listed toxic chemicals under the Toxics Release Inventory program.
  • E. Consular Report of Birth Abroad (for certain citizens born abroad)
    A Consular Report of Birth Abroad is an official U.S. government document issued by a U.S. embassy or consulate that serves as proof of U.S. citizenship for eligible individuals born outside the United States.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096a165c8190aec1d2ae6bd10e18 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad522beb488190b5157db37eb0da8e completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad529de3dc819081c8ad3d7aa8bef8 completed March 8, 2026, 10:42 a.m.
Created at: March 4, 2026, 7:28 p.m.