Triple

T16903024
Position Surface form Disambiguated ID Type / Status
Subject Revenue Act of 1971 E424485 entity
Predicate followedBy P78 FINISHED
Object Tax Reform Act of 1976
The Tax Reform Act of 1976 was a major U.S. federal law that overhauled the tax code, particularly tightening estate and gift tax rules and closing various loopholes to increase fairness and revenue.
 E1241599 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: Tax Reform Act of 1976 | Statement: [Revenue Act of 1971, followedBy, Tax Reform Act of 1976]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tax Reform Act of 1976
Context triple: [Revenue Act of 1971, followedBy, Tax Reform Act of 1976]
  • A. Tax Reform Act of 1986
    The Tax Reform Act of 1986 was a landmark U.S. federal law that overhauled the tax code by lowering rates, broadening the tax base, and eliminating many deductions and shelters.
  • B. Revenue Act of 1971
    The Revenue Act of 1971 was a U.S. federal law that adjusted income tax rates and extended various tax incentives as part of early-1970s fiscal policy.
  • C. Revenue Act of 1969
    The Revenue Act of 1969 was a major U.S. federal tax reform law that significantly revised individual and corporate income taxes, including tightening rules on tax shelters and foundations, as part of efforts to modernize and make the tax system more equitable.
  • D. Tax Equity and Fiscal Responsibility Act of 1982
    The Tax Equity and Fiscal Responsibility Act of 1982 was a major U.S. federal law that significantly raised taxes and tightened fiscal policy to reduce budget deficits following the early Reagan-era tax cuts.
  • E. Revenue Act of 1962
    The Revenue Act of 1962 was a U.S. federal tax law that introduced investment tax credits and other measures aimed at stimulating economic growth and encouraging business investment during the Kennedy 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: Tax Reform Act of 1976
Triple: [Revenue Act of 1971, followedBy, Tax Reform Act of 1976]
Generated description
The Tax Reform Act of 1976 was a major U.S. federal law that overhauled the tax code, particularly tightening estate and gift tax rules and closing various loopholes to increase fairness and revenue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tax Reform Act of 1976
Target entity description: The Tax Reform Act of 1976 was a major U.S. federal law that overhauled the tax code, particularly tightening estate and gift tax rules and closing various loopholes to increase fairness and revenue.
  • A. Tax Reform Act of 1986
    The Tax Reform Act of 1986 was a landmark U.S. federal law that overhauled the tax code by lowering rates, broadening the tax base, and eliminating many deductions and shelters.
  • B. Revenue Act of 1971
    The Revenue Act of 1971 was a U.S. federal law that adjusted income tax rates and extended various tax incentives as part of early-1970s fiscal policy.
  • C. Revenue Act of 1969
    The Revenue Act of 1969 was a major U.S. federal tax reform law that significantly revised individual and corporate income taxes, including tightening rules on tax shelters and foundations, as part of efforts to modernize and make the tax system more equitable.
  • D. Tax Equity and Fiscal Responsibility Act of 1982
    The Tax Equity and Fiscal Responsibility Act of 1982 was a major U.S. federal law that significantly raised taxes and tightened fiscal policy to reduce budget deficits following the early Reagan-era tax cuts.
  • E. Revenue Act of 1962
    The Revenue Act of 1962 was a U.S. federal tax law that introduced investment tax credits and other measures aimed at stimulating economic growth and encouraging business investment during the Kennedy 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3c8dd2bf08190b1dc099e8a23cd04 completed April 18, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfcedb58819087c31200c01f40b7 completed May 10, 2026, 6:34 p.m.
NEDg Description generation batch_6a00d0c0ecc48190b88dcb170926bf16 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d194e9e08190bf0c4c0fe3921978 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:30 a.m.