Triple

T5513146
Position Surface form Disambiguated ID Type / Status
Subject childcare benefits scandal E144615 entity
Predicate mainAuthorityInvolved P46300 FINISHED
Object Dutch Tax and Customs Administration
The Dutch Tax and Customs Administration is the national government agency responsible for tax collection and customs enforcement in the Netherlands.
E528471 NE FINISHED

How this triple was built (5 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: Dutch Tax and Customs Administration | Statement: [childcare benefits scandal, mainAuthorityInvolved, Dutch Tax and Customs Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dutch Tax and Customs Administration
Context triple: [childcare benefits scandal, mainAuthorityInvolved, Dutch Tax and Customs Administration]
  • A. Directorate-General for Taxation and Customs Union
    The Directorate-General for Taxation and Customs Union is the European Commission department responsible for developing and implementing EU policies on taxation and customs to support the single market and ensure fair, efficient revenue collection.
  • B. Administraciones Generales de Aduanas
    Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
  • C. Federal Customs Administration
    The Federal Customs Administration is Switzerland’s national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
  • D. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • E. Benelux Secretariat-General
    The Benelux Secretariat-General is the central administrative body that supports and coordinates policy cooperation and integration efforts among Belgium, the Netherlands, and Luxembourg within the Benelux Union.
  • 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: Dutch Tax and Customs Administration
Triple: [childcare benefits scandal, mainAuthorityInvolved, Dutch Tax and Customs Administration]
Generated description
The Dutch Tax and Customs Administration is the national government agency responsible for tax collection and customs enforcement in the Netherlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dutch Tax and Customs Administration
Target entity description: The Dutch Tax and Customs Administration is the national government agency responsible for tax collection and customs enforcement in the Netherlands.
  • A. Directorate-General for Taxation and Customs Union
    The Directorate-General for Taxation and Customs Union is the European Commission department responsible for developing and implementing EU policies on taxation and customs to support the single market and ensure fair, efficient revenue collection.
  • B. Administraciones Generales de Aduanas
    Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
  • C. Federal Customs Administration
    The Federal Customs Administration is Switzerland’s national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
  • D. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • E. Benelux Secretariat-General
    The Benelux Secretariat-General is the central administrative body that supports and coordinates policy cooperation and integration efforts among Belgium, the Netherlands, and Luxembourg within the Benelux Union.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainAuthorityInvolved
Context triple: [childcare benefits scandal, mainAuthorityInvolved, Dutch Tax and Customs Administration]
  • A. primaryAuthorityFor
    Indicates that one entity serves as the main or leading source of control, responsibility, or decision-making power for another entity or domain.
  • B. administrativeBodyInvolved chosen
    Indicates that an administrative or governing body participates in, oversees, or is otherwise involved in the referenced action, process, or relationship.
  • C. maintenanceAuthority
    Indicates that one entity has the responsibility or official power to maintain, service, or keep another entity in proper working condition.
  • D. usesAuthorityOf
    Indicates that one entity exercises power, rights, or influence derived from or on behalf of another entity’s authority.
  • E. principalInterlocutor
    Indicates that one entity serves as the main or primary conversational partner or speaker in an interaction with another entity.
  • F. None of above.

Provenance (6 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f599d0881909ce86fcc45d4d920 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d192808190b1e80a6f3be44870 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
PD Predicate disambiguation batch_69c01b07bde08190b3933b96bdc70dd5 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:33 p.m.