Triple
T10564225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DG TAXUD |
E249305
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
EU Member States’ tax administrations
EU Member States’ tax administrations are the national public authorities responsible for implementing and enforcing tax laws, collecting taxes, and managing tax compliance within each EU country.
|
E870653
|
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: EU Member States’ tax administrations | Statement: [DG TAXUD, cooperatesWith, EU Member States’ tax administrations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EU Member States’ tax administrations Context triple: [DG TAXUD, cooperatesWith, EU Member States’ tax administrations]
-
A.
Tax Administration of Finland
The Tax Administration of Finland is the national government agency responsible for collecting taxes and enforcing tax laws throughout Finland.
-
B.
OECD Centre for Tax Policy and Administration
The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
-
C.
OECD Global Forum on Transparency and Exchange of Information for Tax Purposes
The OECD Global Forum on Transparency and Exchange of Information for Tax Purposes is an international body that promotes and monitors the implementation of global standards for tax transparency and the exchange of information between jurisdictions to combat tax evasion.
-
D.
tax administration of Kosovo
The tax administration of Kosovo is the government agency responsible for assessing, collecting, and enforcing taxes within Kosovo to fund public services and implement fiscal policy.
-
E.
Financial Regulations of the Council of Europe
The Financial Regulations of the Council of Europe are the internal legal and procedural rules that govern how the Council’s budget is prepared, managed, controlled, and reported.
- 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: EU Member States’ tax administrations Triple: [DG TAXUD, cooperatesWith, EU Member States’ tax administrations]
Generated description
EU Member States’ tax administrations are the national public authorities responsible for implementing and enforcing tax laws, collecting taxes, and managing tax compliance within each EU country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EU Member States’ tax administrations Target entity description: EU Member States’ tax administrations are the national public authorities responsible for implementing and enforcing tax laws, collecting taxes, and managing tax compliance within each EU country.
-
A.
Tax Administration of Finland
The Tax Administration of Finland is the national government agency responsible for collecting taxes and enforcing tax laws throughout Finland.
-
B.
OECD Centre for Tax Policy and Administration
The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
-
C.
OECD Global Forum on Transparency and Exchange of Information for Tax Purposes
The OECD Global Forum on Transparency and Exchange of Information for Tax Purposes is an international body that promotes and monitors the implementation of global standards for tax transparency and the exchange of information between jurisdictions to combat tax evasion.
-
D.
tax administration of Kosovo
The tax administration of Kosovo is the government agency responsible for assessing, collecting, and enforcing taxes within Kosovo to fund public services and implement fiscal policy.
-
E.
Financial Regulations of the Council of Europe
The Financial Regulations of the Council of Europe are the internal legal and procedural rules that govern how the Council’s budget is prepared, managed, controlled, and reported.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d527224b808190b996ae970393f9c3 |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9349bb7748190b5afb492e78d1128 |
completed | April 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69d938c979788190b11b02748ed44153 |
completed | April 10, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9398b63f08190910dd838ad11de6e |
completed | April 10, 2026, 5:55 p.m. |
Created at: April 6, 2026, 12:36 p.m.