Triple

T12453542
Position Surface form Disambiguated ID Type / Status
Subject Montargis E297593 entity
Predicate isPartOf P10 FINISHED
Object canton of Montargis
The canton of Montargis is an administrative division in the Loiret department of north-central France, centered on the town of Montargis and grouping several surrounding communes.
 E985258 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 Montargis | Statement: [Montargis, isPartOf, canton of Montargis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: canton of Montargis
Context triple: [Montargis, isPartOf, canton of Montargis]
  • A. 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.
  • B. canton of Mont-Saint-Aignan
    The canton of Mont-Saint-Aignan is an administrative division in the Seine-Maritime department of northern France, centered on the suburban town of Mont-Saint-Aignan near Rouen.
  • C. canton of Montigny-le-Bretonneux
    The canton of Montigny-le-Bretonneux is an administrative division in the Yvelines department of north-central France, centered on the suburban commune of Montigny-le-Bretonneux within the Paris metropolitan area.
  • D. canton of Bohain-en-Vermandois
    The canton of Bohain-en-Vermandois is an administrative division in northern France centered on the town of Bohain-en-Vermandois and grouping several surrounding communes.
  • E. canton of Gisors
    The canton of Gisors is an administrative division in the Eure department of northern France, centered on the town of Gisors and grouping 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 Montargis
Triple: [Montargis, isPartOf, canton of Montargis]
Generated description
The canton of Montargis is an administrative division in the Loiret department of north-central France, centered on the town of Montargis and grouping several surrounding communes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: canton of Montargis
Target entity description: The canton of Montargis is an administrative division in the Loiret department of north-central France, centered on the town of Montargis and grouping several surrounding communes.
  • A. 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.
  • B. canton of Mont-Saint-Aignan
    The canton of Mont-Saint-Aignan is an administrative division in the Seine-Maritime department of northern France, centered on the suburban town of Mont-Saint-Aignan near Rouen.
  • C. canton of Montigny-le-Bretonneux
    The canton of Montigny-le-Bretonneux is an administrative division in the Yvelines department of north-central France, centered on the suburban commune of Montigny-le-Bretonneux within the Paris metropolitan area.
  • D. canton of Bohain-en-Vermandois
    The canton of Bohain-en-Vermandois is an administrative division in northern France centered on the town of Bohain-en-Vermandois and grouping several surrounding communes.
  • E. canton of Gisors
    The canton of Gisors is an administrative division in the Eure department of northern France, centered on the town of Gisors and grouping 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94da0b5988190b9df26dd3bb87337 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f16e87c8190b7e9f61561ae865a completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6412345ac8190826f4fecb8055fb5 completed May 2, 2026, 6:23 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:56 p.m.