Triple

T10667063
Position Surface form Disambiguated ID Type / Status
Subject Fit for 55 package E251382 entity
Predicate includesInstrument P1393 FINISHED
Object Energy Taxation Directive revision
The Energy Taxation Directive revision is an EU legislative proposal to modernize and align energy taxation with climate objectives, supporting emissions reductions and the green transition.
E877516 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: Energy Taxation Directive revision | Statement: [Fit for 55 package, includesInstrument, Energy Taxation Directive revision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Energy Taxation Directive revision
Context triple: [Fit for 55 package, includesInstrument, Energy Taxation Directive revision]
  • A. Indirect Tax Clause of the United States Constitution
    The Indirect Tax Clause of the United States Constitution authorizes Congress to levy duties, imposts, and excises that are uniform throughout the United States, forming the basis for many federal consumption and transactional taxes.
  • B. Kaldor’s expenditure tax proposal
    Kaldor’s expenditure tax proposal is an economic policy idea advocating a shift from taxing income to taxing individual consumption, aiming to promote savings and investment while simplifying the tax system.
  • C. Income Tax Amendment
    The Income Tax Amendment is the Sixteenth Amendment to the U.S. Constitution, which authorized Congress to levy a federal income tax without apportioning it among the states.
  • D. Expanded Value Added Tax (EVAT) law
    The Expanded Value Added Tax (EVAT) law is a Philippine tax reform measure that broadened the coverage and rate of the value-added tax to increase government revenue and address fiscal deficits.
  • E. Direct Tax Clause of the United States Constitution
    The Direct Tax Clause of the United States Constitution is a provision that restricts the federal government from imposing direct taxes unless they are apportioned among the states according to population.
  • 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: Energy Taxation Directive revision
Triple: [Fit for 55 package, includesInstrument, Energy Taxation Directive revision]
Generated description
The Energy Taxation Directive revision is an EU legislative proposal to modernize and align energy taxation with climate objectives, supporting emissions reductions and the green transition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Energy Taxation Directive revision
Target entity description: The Energy Taxation Directive revision is an EU legislative proposal to modernize and align energy taxation with climate objectives, supporting emissions reductions and the green transition.
  • A. Indirect Tax Clause of the United States Constitution
    The Indirect Tax Clause of the United States Constitution authorizes Congress to levy duties, imposts, and excises that are uniform throughout the United States, forming the basis for many federal consumption and transactional taxes.
  • B. Kaldor’s expenditure tax proposal
    Kaldor’s expenditure tax proposal is an economic policy idea advocating a shift from taxing income to taxing individual consumption, aiming to promote savings and investment while simplifying the tax system.
  • C. Income Tax Amendment
    The Income Tax Amendment is the Sixteenth Amendment to the U.S. Constitution, which authorized Congress to levy a federal income tax without apportioning it among the states.
  • D. Expanded Value Added Tax (EVAT) law
    The Expanded Value Added Tax (EVAT) law is a Philippine tax reform measure that broadened the coverage and rate of the value-added tax to increase government revenue and address fiscal deficits.
  • E. Direct Tax Clause of the United States Constitution
    The Direct Tax Clause of the United States Constitution is a provision that restricts the federal government from imposing direct taxes unless they are apportioned among the states according to population.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f3204bac8190b9bd8bfcc705b06b completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a9ceea08190944354d127f2c73b completed April 10, 2026, 10:33 p.m.
NEDg Description generation batch_69d97df755708190bf71d04ead7eaa2c completed April 10, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69d97e96d9888190ba693e1df7eb502d completed April 10, 2026, 10:49 p.m.
Created at: April 8, 2026, 9:08 p.m.