Triple

T263660
Position Surface form Disambiguated ID Type / Status
Subject Federal Insurance Contributions Act taxes E5806 entity
Predicate reportedOn P9386 FINISHED
Object Form W-2
Form W-2 is an IRS tax document that employers must provide to employees each year summarizing their wages and the taxes withheld from their pay.
E34496 NE FINISHED

How this triple was built (5 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-2 | Statement: [Federal Insurance Contributions Act taxes, reportedOn, Form W-2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form W-2
Context triple: [Federal Insurance Contributions Act taxes, reportedOn, Form W-2]
  • A. Federal Insurance Contributions Act taxes
    Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
  • B. E-Verify
    E-Verify is an internet-based system in the United States that allows employers to confirm the employment eligibility of their workers by electronically matching information from employment forms with government records.
  • C. 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.
  • D. Foreign Bank and Financial Accounts Reports
    Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
  • E. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • 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-2
Triple: [Federal Insurance Contributions Act taxes, reportedOn, Form W-2]
Generated description
Form W-2 is an IRS tax document that employers must provide to employees each year summarizing their wages and the taxes withheld from their pay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form W-2
Target entity description: Form W-2 is an IRS tax document that employers must provide to employees each year summarizing their wages and the taxes withheld from their pay.
  • A. Federal Insurance Contributions Act taxes
    Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
  • B. E-Verify
    E-Verify is an internet-based system in the United States that allows employers to confirm the employment eligibility of their workers by electronically matching information from employment forms with government records.
  • C. 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.
  • D. Foreign Bank and Financial Accounts Reports
    Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
  • E. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: reportedOn
Context triple: [Federal Insurance Contributions Act taxes, reportedOn, Form W-2]
  • A. basedOnReportBy
    Indicates that something (such as a decision, statement, or conclusion) is derived from, justified by, or grounded in a report produced by a specified source.
  • B. officiallyReports
    Indicates that one entity formally provides information, updates, or accountability to another entity within an official or authorized reporting structure.
  • C. courtReported
    Indicates that a court’s decision, proceedings, or judgment have been formally documented and made publicly available in a report or record.
  • D. reportsDecisionsOf
    Indicates that one entity communicates or provides information about the decisions made by another entity.
  • E. alsoObservedOn
    Indicates that the same entity, event, or phenomenon was additionally observed on another occasion, date, or context beyond the primary one referenced.
  • F. None of above. chosen

Provenance (7 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_69a258dd8ea08190ac554a1cc8dfd8c3 completed Feb. 28, 2026, 2:54 a.m.
NER Named-entity recognition batch_69a25d8e809881908a58c9a4e3ba07c3 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ac93ec8190baf0c20a1e872b94 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a1e2e7081908a132d7bd147379b completed March 1, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69a38a71c37481908cbc011e71c93c58 completed March 1, 2026, 12:38 a.m.
PD Predicate disambiguation batch_69a25b6e07748190834022a65ba6d803 completed Feb. 28, 2026, 3:05 a.m.
PDg Predicate description generation batch_69a25d0ec71081908478c800be4f7bb0 completed Feb. 28, 2026, 3:12 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.