Triple

T12061761
Position Surface form Disambiguated ID Type / Status
Subject Ambérieu-en-Bugey E287189 entity
Predicate locatedInAdministrativeTerritorialEntity P40 FINISHED
Object canton of Ambérieu-en-Bugey
The canton of Ambérieu-en-Bugey is an administrative division in the Ain department of eastern France, centered on the town of Ambérieu-en-Bugey and grouping several surrounding communes.
E965972 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: canton of Ambérieu-en-Bugey | Statement: [Ambérieu-en-Bugey, locatedInAdministrativeTerritorialEntity, canton of Ambérieu-en-Bugey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: canton of Ambérieu-en-Bugey
Context triple: [Ambérieu-en-Bugey, locatedInAdministrativeTerritorialEntity, canton of Ambérieu-en-Bugey]
  • A. Canton of Saint-Genis-Pouilly
    The Canton of Saint-Genis-Pouilly is an administrative division in the Ain department of eastern France, situated near the Swiss border in the Auvergne-Rhône-Alpes region.
  • B. canton of Bourg-lès-Valence
    The canton of Bourg-lès-Valence is an administrative division in southeastern France centered on the commune of Bourg-lès-Valence within the Drôme department.
  • C. canton of Le Haut-Grésivaudan
    The canton of Le Haut-Grésivaudan is an administrative division in the Isère department of southeastern France that includes the town of Pontcharra among its communes.
  • D. canton of Oyonnax
    The canton of Oyonnax is an administrative division in the Ain department of eastern France, centered on the town of Oyonnax and grouping several surrounding communes for local governance and electoral purposes.
  • E. Canton of Annecy-le-Vieux
    The Canton of Annecy-le-Vieux was a former administrative division in the Haute-Savoie department of southeastern France, centered on the suburban area northeast of Annecy.
  • 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: canton of Ambérieu-en-Bugey
Triple: [Ambérieu-en-Bugey, locatedInAdministrativeTerritorialEntity, canton of Ambérieu-en-Bugey]
Generated description
The canton of Ambérieu-en-Bugey is an administrative division in the Ain department of eastern France, centered on the town of Ambérieu-en-Bugey and grouping several surrounding communes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: canton of Ambérieu-en-Bugey
Target entity description: The canton of Ambérieu-en-Bugey is an administrative division in the Ain department of eastern France, centered on the town of Ambérieu-en-Bugey and grouping several surrounding communes.
  • A. Canton of Saint-Genis-Pouilly
    The Canton of Saint-Genis-Pouilly is an administrative division in the Ain department of eastern France, situated near the Swiss border in the Auvergne-Rhône-Alpes region.
  • B. canton of Bourg-lès-Valence
    The canton of Bourg-lès-Valence is an administrative division in southeastern France centered on the commune of Bourg-lès-Valence within the Drôme department.
  • C. canton of Le Haut-Grésivaudan
    The canton of Le Haut-Grésivaudan is an administrative division in the Isère department of southeastern France that includes the town of Pontcharra among its communes.
  • D. canton of Oyonnax
    The canton of Oyonnax is an administrative division in the Ain department of eastern France, centered on the town of Oyonnax and grouping several surrounding communes for local governance and electoral purposes.
  • E. Canton of Annecy-le-Vieux
    The Canton of Annecy-le-Vieux was a former administrative division in the Haute-Savoie department of southeastern France, centered on the suburban area northeast of Annecy.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043f82248190b05692aa0dc178a8 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6532a048190b53f96c9df948dda completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.