Triple

T5632187
Position Surface form Disambiguated ID Type / Status
Subject Clermont-Ferrand arrondissement E147858 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 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: [Clermont-Ferrand arrondissement, uses, INSEE code system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: INSEE code system
Context triple: [Clermont-Ferrand arrondissement, uses, INSEE code system]
  • A. IDHEC
    IDHEC (Institut des hautes études cinématographiques) was a prestigious French film school in Paris that trained many notable filmmakers and industry professionals.
  • 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. INRIA
    INRIA is the French national research institute dedicated to computer science and applied mathematics, known for its leading contributions to digital science and technology.
  • E. Sarcelles
    Sarcelles is a northern suburb of Paris in the Île-de-France region, known for its large housing estates and diverse, multicultural population.
  • 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: [Clermont-Ferrand arrondissement, 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 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 code geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
  • A. IDHEC
    IDHEC (Institut des hautes études cinématographiques) was a prestigious French film school in Paris that trained many notable filmmakers and industry professionals.
  • 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. INRIA
    INRIA is the French national research institute dedicated to computer science and applied mathematics, known for its leading contributions to digital science and technology.
  • E. Sarcelles
    Sarcelles is a northern suburb of Paris in the Île-de-France region, known for its large housing estates and diverse, multicultural population.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225e8e848190a9ccd48fc0d74e5c completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d69128881909870e8901f967e80 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 3:40 p.m.