Triple

T22021583
Position Surface form Disambiguated ID Type / Status
Subject Arrondissement of Dunkirk E543857 entity
Predicate uses P98 FINISHED
Object INSEE code system
The INSEE code system is France’s official numerical identification scheme used to uniquely classify geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
 E538431 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: INSEE code system | Statement: [Arrondissement of Dunkirk, uses, INSEE code system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: INSEE code system
Context triple: [Arrondissement of Dunkirk, uses, INSEE code system]
  • A. Tisséo Collectivités
    Tisséo Collectivités is the public transport authority responsible for planning, organizing, and overseeing urban and suburban transit services in the Toulouse metropolitan area.
  • B. canton of Sarcelles
    The canton of Sarcelles is an administrative division in the Val-d'Oise department in the Île-de-France region of northern France, centered on the suburban town of Sarcelles near Paris.
  • C. canton of Tremblay-en-France
    The canton of Tremblay-en-France is an administrative division in the Seine-Saint-Denis department of the Île-de-France region in northern France, centered on the commune of Tremblay-en-France and its surrounding area.
  • D. canton of Corbeil-Essonnes
    The canton of Corbeil-Essonnes is an administrative division in the Essonne department of the Île-de-France region in northern France, centered on the town of Corbeil-Essonnes and comprising several surrounding communes.
  • E. canton of Villepinte
    The canton of Villepinte is an administrative division in the Seine-Saint-Denis department of the Île-de-France region in northern France, grouping together Villepinte and nearby communes for local governance and electoral purposes.
  • 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: INSEE code system
Triple: [Arrondissement of Dunkirk, uses, INSEE code system]
Generated description
The INSEE code system is France’s official numerical identification scheme used to uniquely classify geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: INSEE code system
Target entity description: The INSEE code system is France’s official numerical identification scheme used to uniquely classify geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
  • A. INSEE code system chosen
    The INSEE code system is France’s official numerical identification scheme used to uniquely code geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
  • B. Tisséo Collectivités
    Tisséo Collectivités is the public transport authority responsible for planning, organizing, and overseeing urban and suburban transit services in the Toulouse metropolitan area.
  • C. canton of Sarcelles
    The canton of Sarcelles is an administrative division in the Val-d'Oise department in the Île-de-France region of northern France, centered on the suburban town of Sarcelles near Paris.
  • D. canton of Tremblay-en-France
    The canton of Tremblay-en-France is an administrative division in the Seine-Saint-Denis department of the Île-de-France region in northern France, centered on the commune of Tremblay-en-France and its surrounding area.
  • E. canton of Corbeil-Essonnes
    The canton of Corbeil-Essonnes is an administrative division in the Essonne department of the Île-de-France region in northern France, centered on the town of Corbeil-Essonnes and comprising several surrounding communes.
  • F. None of above.

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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c7b3308190ac056bef6f82722e completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a738527b481908b8f5aeb7d4cf5c7 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a745e534881909a681b9f2234afa5 completed May 18, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7857e6dc819088b592cdff7d4cf3 completed May 18, 2026, 2:24 a.m.
Created at: April 16, 2026, 8:23 p.m.