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.