Triple

T10912455
Position Surface form Disambiguated ID Type / Status
Subject Budget Enforcement Act of 1990 E257733 entity
Predicate notableConcept P201 FINISHED
Object PAYGO
PAYGO is a U.S. federal budget rule that requires new spending or tax changes to be offset so they do not increase the federal deficit.
 E894164 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: PAYGO | Statement: [Budget Enforcement Act of 1990, notableConcept, PAYGO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PAYGO
Context triple: [Budget Enforcement Act of 1990, notableConcept, PAYGO]
  • A. PAYCO
    PAYCO is the youth wing of the Pan Africanist Congress of Azania, advocating for Pan-Africanism and the political, social, and economic empowerment of young people in South Africa.
  • B. PAYE tax system
    The PAYE tax system is the United Kingdom’s mechanism for collecting income tax and National Insurance directly from employees’ wages or pensions throughout the year.
  • C. Paycheck
    Paycheck is a 2003 science fiction action thriller film, based on a Philip K. Dick short story, about an engineer who must piece together his erased memories to uncover a conspiracy.
  • D. GOV.UK Pay
    GOV.UK Pay is a UK government digital payments platform that enables public sector services to take secure online card and alternative payments from users.
  • E. Paycom
    Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to businesses.
  • 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: PAYGO
Triple: [Budget Enforcement Act of 1990, notableConcept, PAYGO]
Generated description
PAYGO is a U.S. federal budget rule that requires new spending or tax changes to be offset so they do not increase the federal deficit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PAYGO
Target entity description: PAYGO is a U.S. federal budget rule that requires new spending or tax changes to be offset so they do not increase the federal deficit.
  • A. PAYCO
    PAYCO is the youth wing of the Pan Africanist Congress of Azania, advocating for Pan-Africanism and the political, social, and economic empowerment of young people in South Africa.
  • B. PAYE tax system
    The PAYE tax system is the United Kingdom’s mechanism for collecting income tax and National Insurance directly from employees’ wages or pensions throughout the year.
  • C. Paycheck
    Paycheck is a 2003 science fiction action thriller film, based on a Philip K. Dick short story, about an engineer who must piece together his erased memories to uncover a conspiracy.
  • D. GOV.UK Pay
    GOV.UK Pay is a UK government digital payments platform that enables public sector services to take secure online card and alternative payments from users.
  • E. Paycom
    Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to businesses.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770723df08190bedfdc94d998f969 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216da42a0819095def6a691abf107 completed April 17, 2026, 11:17 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.