Triple

T15439486
Position Surface form Disambiguated ID Type / Status
Subject Oil and Gas Tax Administration in Alaska E369858 entity
Predicate keyLegislation P15389 FINISHED
Object Senate Bill 21 (SB21) oil tax reform
Senate Bill 21 (SB21) oil tax reform is a major Alaska law that overhauled the state’s oil production tax system to incentivize investment and increase oil production on the North Slope.
E1158053 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: Senate Bill 21 (SB21) oil tax reform | Statement: [Oil and Gas Tax Administration in Alaska, keyLegislation, Senate Bill 21 (SB21) oil tax reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Senate Bill 21 (SB21) oil tax reform
Context triple: [Oil and Gas Tax Administration in Alaska, keyLegislation, Senate Bill 21 (SB21) oil tax reform]
  • A. Crude Oil Windfall Profit Tax Act
    The Crude Oil Windfall Profit Tax Act was a U.S. federal law enacted in 1980 that imposed an excise tax on domestic oil producers’ revenues above a set benchmark to capture “windfall” gains resulting from deregulation and rising oil prices.
  • B. Federal Oil and Gas Royalty Management Act of 1982
    The Federal Oil and Gas Royalty Management Act of 1982 is a U.S. law that governs the collection, accounting, and auditing of royalties from oil and gas production on federal and Indian lands to ensure proper return to the public.
  • C. Senate Bill 8 (2021)
    Senate Bill 8 (2021) is a highly controversial Texas law that bans most abortions after about six weeks of pregnancy and relies on private civil lawsuits for enforcement rather than state action.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • 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: Senate Bill 21 (SB21) oil tax reform
Triple: [Oil and Gas Tax Administration in Alaska, keyLegislation, Senate Bill 21 (SB21) oil tax reform]
Generated description
Senate Bill 21 (SB21) oil tax reform is a major Alaska law that overhauled the state’s oil production tax system to incentivize investment and increase oil production on the North Slope.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Senate Bill 21 (SB21) oil tax reform
Target entity description: Senate Bill 21 (SB21) oil tax reform is a major Alaska law that overhauled the state’s oil production tax system to incentivize investment and increase oil production on the North Slope.
  • A. Crude Oil Windfall Profit Tax Act
    The Crude Oil Windfall Profit Tax Act was a U.S. federal law enacted in 1980 that imposed an excise tax on domestic oil producers’ revenues above a set benchmark to capture “windfall” gains resulting from deregulation and rising oil prices.
  • B. Federal Oil and Gas Royalty Management Act of 1982
    The Federal Oil and Gas Royalty Management Act of 1982 is a U.S. law that governs the collection, accounting, and auditing of royalties from oil and gas production on federal and Indian lands to ensure proper return to the public.
  • C. Senate Bill 8 (2021)
    Senate Bill 8 (2021) is a highly controversial Texas law that bans most abortions after about six weeks of pregnancy and relies on private civil lawsuits for enforcement rather than state action.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03eddf258819082679970b7d2b6af completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21a9b9188190a3f5de3ee18c5d3e completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff22e2f298819085c90e28acafef44 completed May 9, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff240af68c8190af88834d97a42afb completed May 9, 2026, 12:09 p.m.
Created at: April 10, 2026, 3:21 a.m.