Triple

T13236546
Position Surface form Disambiguated ID Type / Status
Subject Economic Recovery Tax Act of 1981 E315160 entity
Predicate introduced P513 FINISHED
Object Accelerated Cost Recovery System
The Accelerated Cost Recovery System is a U.S. tax depreciation method that allows businesses to write off the cost of capital assets more quickly than under traditional depreciation rules, thereby encouraging investment.
E1029407 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: Accelerated Cost Recovery System | Statement: [Economic Recovery Tax Act of 1981, introduced, Accelerated Cost Recovery System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Accelerated Cost Recovery System
Context triple: [Economic Recovery Tax Act of 1981, introduced, Accelerated Cost Recovery System]
  • A. Instrument for Pre-accession Assistance III
    Instrument for Pre-accession Assistance III is a European Union funding mechanism that supports candidate and potential candidate countries in preparing for EU membership through financial and technical assistance.
  • B. ARCSS
    ARCSS is the original Agreement on the Resolution of the Conflict in the Republic of South Sudan, a peace accord aimed at ending the country’s civil war and establishing a transitional government.
  • C. ACCU
    ACCU is the acronym for the Association of Catholic Colleges and Universities, a national organization representing Catholic higher education institutions.
  • D. CRA
    CRA is the commonly used abbreviation for the Community Reinvestment Act, a U.S. law encouraging banks to help meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • E. CRA
    CRA is a financial safety net mechanism among BRICS countries designed to provide liquidity support and protect members against short-term balance of payments pressures.
  • 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: Accelerated Cost Recovery System
Triple: [Economic Recovery Tax Act of 1981, introduced, Accelerated Cost Recovery System]
Generated description
The Accelerated Cost Recovery System is a U.S. tax depreciation method that allows businesses to write off the cost of capital assets more quickly than under traditional depreciation rules, thereby encouraging investment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Accelerated Cost Recovery System
Target entity description: The Accelerated Cost Recovery System is a U.S. tax depreciation method that allows businesses to write off the cost of capital assets more quickly than under traditional depreciation rules, thereby encouraging investment.
  • A. Instrument for Pre-accession Assistance III
    Instrument for Pre-accession Assistance III is a European Union funding mechanism that supports candidate and potential candidate countries in preparing for EU membership through financial and technical assistance.
  • B. ARCSS
    ARCSS is the original Agreement on the Resolution of the Conflict in the Republic of South Sudan, a peace accord aimed at ending the country’s civil war and establishing a transitional government.
  • C. ACCU
    ACCU is the acronym for the Association of Catholic Colleges and Universities, a national organization representing Catholic higher education institutions.
  • D. CRA
    CRA is the commonly used abbreviation for the Community Reinvestment Act, a U.S. law encouraging banks to help meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • E. CRA
    CRA is a financial safety net mechanism among BRICS countries designed to provide liquidity support and protect members against short-term balance of payments pressures.
  • 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_69d806b1072881909e46bd212259c5f0 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d56da008190af55da3a9e7ffd4d completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff3079c08190977663e5d4762a80 completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f700cbb3708190884d05dd0dd22639 completed May 3, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
Created at: April 9, 2026, 9:22 p.m.