Triple

T6918323
Position Surface form Disambiguated ID Type / Status
Subject Frontignan E160118 entity
Predicate partOf P40 FINISHED
Object canton of Frontignan
The canton of Frontignan is an administrative division in the Hérault department of southern France, centered on the coastal town of Frontignan and grouping several nearby communes.
 E628443 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 Frontignan | Statement: [Frontignan, partOf, canton of Frontignan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: canton of Frontignan
Context triple: [Frontignan, partOf, canton of Frontignan]
  • A. canton of Vallon-Pont-d’Arc
    The canton of Vallon-Pont-d’Arc was a former administrative division in the Ardèche department of southern France, centered around the tourist town of Vallon-Pont-d’Arc near the famous Pont d’Arc natural bridge.
  • B. canton of Bagnols-sur-Cèze
    The canton of Bagnols-sur-Cèze is an administrative division in the Gard department of southern France, centered on the town of Bagnols-sur-Cèze and grouping several surrounding communes.
  • C. canton of Agde
    The canton of Agde is an administrative division in the Hérault department of southern France, centered on the coastal town of Agde and its surrounding communes.
  • D. canton of Trégueux
    The canton of Trégueux is an administrative division in the Côtes-d'Armor department of Brittany in northwestern France, grouping several communes including Yffiniac.
  • E. canton of L’Isle-sur-la-Sorgue
    The canton of L’Isle-sur-la-Sorgue is an administrative division in the Vaucluse department of southeastern France, centered around the town of L’Isle-sur-la-Sorgue and encompassing several surrounding communes.
  • 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 Frontignan
Triple: [Frontignan, partOf, canton of Frontignan]
Generated description
The canton of Frontignan is an administrative division in the Hérault department of southern France, centered on the coastal town of Frontignan and grouping several nearby communes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: canton of Frontignan
Target entity description: The canton of Frontignan is an administrative division in the Hérault department of southern France, centered on the coastal town of Frontignan and grouping several nearby communes.
  • A. canton of Vallon-Pont-d’Arc
    The canton of Vallon-Pont-d’Arc was a former administrative division in the Ardèche department of southern France, centered around the tourist town of Vallon-Pont-d’Arc near the famous Pont d’Arc natural bridge.
  • B. canton of Bagnols-sur-Cèze
    The canton of Bagnols-sur-Cèze is an administrative division in the Gard department of southern France, centered on the town of Bagnols-sur-Cèze and grouping several surrounding communes.
  • C. canton of Agde
    The canton of Agde is an administrative division in the Hérault department of southern France, centered on the coastal town of Agde and its surrounding communes.
  • D. canton of Trégueux
    The canton of Trégueux is an administrative division in the Côtes-d'Armor department of Brittany in northwestern France, grouping several communes including Yffiniac.
  • E. canton of L’Isle-sur-la-Sorgue
    The canton of L’Isle-sur-la-Sorgue is an administrative division in the Vaucluse department of southeastern France, centered around the town of L’Isle-sur-la-Sorgue and encompassing several surrounding communes.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9e17ea08190b8c4142af8adfba0 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7512f7fac81908d0891f4de301535 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751db72408190b89e2ab08730ca43 completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:26 p.m.