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.