Triple

T16214347
Position Surface form Disambiguated ID Type / Status
Subject Ligny-en-Barrois E393546 entity
Predicate partOf P40 FINISHED
Object canton of Ligny-en-Barrois
The canton of Ligny-en-Barrois is an administrative division in the Meuse department of northeastern France, centered on the town of Ligny-en-Barrois and grouping several surrounding communes.
E1200237 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 Ligny-en-Barrois | Statement: [Ligny-en-Barrois, partOf, canton of Ligny-en-Barrois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: canton of Ligny-en-Barrois
Context triple: [Ligny-en-Barrois, partOf, canton of Ligny-en-Barrois]
  • A. canton of Bogny-sur-Meuse
    The canton of Bogny-sur-Meuse is an administrative division in the Ardennes department of northern France, grouping several communes around the town of Bogny-sur-Meuse.
  • B. canton of Maubeuge
    The canton of Maubeuge is an administrative division in northern France centered on the town of Maubeuge and grouping several surrounding communes for local governance.
  • C. canton of Armentières
    The canton of Armentières is an administrative division in northern France that groups together Armentières and surrounding communes for local governance and electoral purposes.
  • D. canton of Sarrebourg
    The canton of Sarrebourg is an administrative division in the Moselle department of northeastern France, centered on the town of Sarrebourg and grouping several surrounding communes.
  • E. 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.
  • 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 Ligny-en-Barrois
Triple: [Ligny-en-Barrois, partOf, canton of Ligny-en-Barrois]
Generated description
The canton of Ligny-en-Barrois is an administrative division in the Meuse department of northeastern France, centered on the town of Ligny-en-Barrois and grouping several surrounding communes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: canton of Ligny-en-Barrois
Target entity description: The canton of Ligny-en-Barrois is an administrative division in the Meuse department of northeastern France, centered on the town of Ligny-en-Barrois and grouping several surrounding communes.
  • A. canton of Bogny-sur-Meuse
    The canton of Bogny-sur-Meuse is an administrative division in the Ardennes department of northern France, grouping several communes around the town of Bogny-sur-Meuse.
  • B. canton of Maubeuge
    The canton of Maubeuge is an administrative division in northern France centered on the town of Maubeuge and grouping several surrounding communes for local governance.
  • C. canton of Armentières
    The canton of Armentières is an administrative division in northern France that groups together Armentières and surrounding communes for local governance and electoral purposes.
  • D. canton of Sarrebourg
    The canton of Sarrebourg is an administrative division in the Moselle department of northeastern France, centered on the town of Sarrebourg and grouping several surrounding communes.
  • E. 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.
  • 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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f393e08190be93400d754f0a2d completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000794e6c881909c4521e4dd031971 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00084d8e308190bd90811392586753 completed May 10, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0008c7430c81908b9620369c609ad8 completed May 10, 2026, 4:25 a.m.
Created at: April 10, 2026, 5:03 a.m.