Triple
T4734270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sochaux |
E105085
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Pays de Montbéliard urban area
The Pays de Montbéliard urban area is an industrial and residential agglomeration in eastern France centered around the town of Montbéliard and known for its strong automotive industry presence.
|
E464363
|
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: Pays de Montbéliard urban area | Statement: [Sochaux, locatedIn, Pays de Montbéliard urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pays de Montbéliard urban area Context triple: [Sochaux, locatedIn, Pays de Montbéliard urban area]
-
A.
Annecy agglomeration
Annecy agglomeration is an urban area in southeastern France centered on the city of Annecy, known for its lakeside setting, Alpine surroundings, and role as a regional economic and cultural hub.
-
B.
Pays de Gex
Pays de Gex is a region in eastern France near the Swiss border, known for its proximity to Geneva and the Jura Mountains.
-
C.
Montbéliard
Montbéliard is a historic town in eastern France, near the Swiss border, known for its former status as a Württemberg principality and its distinctive blend of French and German cultural influences.
-
D.
County of Montbéliard
The County of Montbéliard was a historic principality in eastern France, long associated with Württemberg rule and noted as the birthplace of naturalist Georges Cuvier.
-
E.
Belval district
Belval district is a modern urban quarter in Esch-sur-Alzette, Luxembourg, known for its transformation from a former steelworks site into a major hub for education, research, business, and culture.
- 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: Pays de Montbéliard urban area Triple: [Sochaux, locatedIn, Pays de Montbéliard urban area]
Generated description
The Pays de Montbéliard urban area is an industrial and residential agglomeration in eastern France centered around the town of Montbéliard and known for its strong automotive industry presence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pays de Montbéliard urban area Target entity description: The Pays de Montbéliard urban area is an industrial and residential agglomeration in eastern France centered around the town of Montbéliard and known for its strong automotive industry presence.
-
A.
Annecy agglomeration
Annecy agglomeration is an urban area in southeastern France centered on the city of Annecy, known for its lakeside setting, Alpine surroundings, and role as a regional economic and cultural hub.
-
B.
Pays de Gex
Pays de Gex is a region in eastern France near the Swiss border, known for its proximity to Geneva and the Jura Mountains.
-
C.
Montbéliard
Montbéliard is a historic town in eastern France, near the Swiss border, known for its former status as a Württemberg principality and its distinctive blend of French and German cultural influences.
-
D.
County of Montbéliard
The County of Montbéliard was a historic principality in eastern France, long associated with Württemberg rule and noted as the birthplace of naturalist Georges Cuvier.
-
E.
Belval district
Belval district is a modern urban quarter in Esch-sur-Alzette, Luxembourg, known for its transformation from a former steelworks site into a major hub for education, research, business, and culture.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6467a1fc819089485b4d76e0edc4 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b0b8d08190ad1cd262ee870f08 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1485bcf0819096693abc5fbf34e3 |
completed | March 21, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be153db02881908a28b3ede1fdcb54 |
completed | March 21, 2026, 3:49 a.m. |
Created at: March 20, 2026, 1:19 p.m.