Triple

T15110433
Position Surface form Disambiguated ID Type / Status
Subject arrondissement of Troyes E360896 entity
Predicate uses P98 FINISHED
Object INSEE code system
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 collection and analysis.
 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 Troyes, 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 Troyes, uses, INSEE code system]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. canton of Palaiseau
    The canton of Palaiseau is an administrative division in the Essonne department of the Île-de-France region in northern France, grouping several communes in the southwestern suburbs of Paris.
  • 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 Troyes, uses, INSEE code system]
Generated description
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 collection and analysis.
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 code geographic areas, administrative divisions, and various statistical entities for national data collection and analysis.
  • 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. 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.

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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0058c04f481909deeac0271d961b6 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7eb139c8190b76393e4a8be576b completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb9f7b6d88190886fd65ce736ed1b completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69febaa20ffc819090dd4b113d8513d7 completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 3:05 a.m.