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.