Triple

T8364409
Position Surface form Disambiguated ID Type / Status
Subject Saint-Amand-Montrond E197089 entity
Predicate adminCentreOf P4751 FINISHED
Object canton of Saint-Amand-Montrond
The canton of Saint-Amand-Montrond is an administrative division in the Cher department of central France, grouping several communes around the town of Saint-Amand-Montrond.
E728014 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 Saint-Amand-Montrond | Statement: [Saint-Amand-Montrond, adminCentreOf, canton of Saint-Amand-Montrond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: canton of Saint-Amand-Montrond
Context triple: [Saint-Amand-Montrond, adminCentreOf, canton of Saint-Amand-Montrond]
  • A. canton of Monistrol-sur-Loire
    The canton of Monistrol-sur-Loire is an administrative division in the Haute-Loire department of south-central France, centered on the town of Monistrol-sur-Loire and grouping several surrounding communes.
  • B. canton of Cosne-Cours-sur-Loire
    The canton of Cosne-Cours-sur-Loire is an administrative division in the Nièvre department of central France, centered on the town of Cosne-Cours-sur-Loire and grouping several surrounding communes.
  • C. canton of Montlouis-sur-Loire
    The canton of Montlouis-sur-Loire is an administrative division in central France that groups Montlouis-sur-Loire and surrounding communes for local governance and electoral purposes.
  • D. canton of La Charité-sur-Loire
    The canton of La Charité-sur-Loire is an administrative division in central France centered around the town of La Charité-sur-Loire in the Nièvre department.
  • E. canton of Athis-Mons
    The canton of Athis-Mons is an administrative division in the Essonne department of the Île-de-France region in northern France, grouping several communes in the southern 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: canton of Saint-Amand-Montrond
Triple: [Saint-Amand-Montrond, adminCentreOf, canton of Saint-Amand-Montrond]
Generated description
The canton of Saint-Amand-Montrond is an administrative division in the Cher department of central France, grouping several communes around the town of Saint-Amand-Montrond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: canton of Saint-Amand-Montrond
Target entity description: The canton of Saint-Amand-Montrond is an administrative division in the Cher department of central France, grouping several communes around the town of Saint-Amand-Montrond.
  • A. canton of Monistrol-sur-Loire
    The canton of Monistrol-sur-Loire is an administrative division in the Haute-Loire department of south-central France, centered on the town of Monistrol-sur-Loire and grouping several surrounding communes.
  • B. canton of Cosne-Cours-sur-Loire
    The canton of Cosne-Cours-sur-Loire is an administrative division in the Nièvre department of central France, centered on the town of Cosne-Cours-sur-Loire and grouping several surrounding communes.
  • C. canton of Montlouis-sur-Loire
    The canton of Montlouis-sur-Loire is an administrative division in central France that groups Montlouis-sur-Loire and surrounding communes for local governance and electoral purposes.
  • D. canton of La Charité-sur-Loire
    The canton of La Charité-sur-Loire is an administrative division in central France centered around the town of La Charité-sur-Loire in the Nièvre department.
  • E. canton of Athis-Mons
    The canton of Athis-Mons is an administrative division in the Essonne department of the Île-de-France region in northern France, grouping several communes in the southern suburbs of Paris.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb808a67f88190849152102bfeb574 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc78497cc8190a88bb5934f31e1f7 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc88456c8190ba8613b4cbf40fbb completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd75714881908f0b069a94ee334f completed April 2, 2026, 1:59 a.m.
Created at: March 30, 2026, 6 p.m.