Triple
T19741587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chamalières |
E474134
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Clermont-Ferrand metropolitan area
The Clermont-Ferrand metropolitan area is a major urban and economic hub in central France, centered on the city of Clermont-Ferrand and serving as a key regional center in the Auvergne region.
|
E1404911
|
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: Clermont-Ferrand metropolitan area | Statement: [Chamalières, hasTransportConnection, Clermont-Ferrand metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clermont-Ferrand metropolitan area Context triple: [Chamalières, hasTransportConnection, Clermont-Ferrand metropolitan area]
-
A.
Nantes metropolitan area
The Nantes metropolitan area is a major urban and economic region in western France centered on the city of Nantes and encompassing its surrounding suburbs and districts.
-
B.
Lyon metropolitan area
The Lyon metropolitan area is a major urban and economic hub in east-central France, centered on the city of Lyon and known for its historical architecture, gastronomy, and role as a key transport and industrial center.
-
C.
Dijon metropolitan area
The Dijon metropolitan area is an urban agglomeration in eastern France centered on the city of Dijon, known for its historical heritage, cultural institutions, and regional economic significance.
-
D.
Avignon metropolitan area
The Avignon metropolitan area is an urban region in southeastern France centered on the historic city of Avignon, known for its cultural heritage, tourism, and regional economic activity.
-
E.
Toulouse urban area
The Toulouse urban area is a major metropolitan region in southwestern France centered on the city of Toulouse, encompassing its surrounding suburbs and commuter towns.
- 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: Clermont-Ferrand metropolitan area Triple: [Chamalières, hasTransportConnection, Clermont-Ferrand metropolitan area]
Generated description
The Clermont-Ferrand metropolitan area is a major urban and economic hub in central France, centered on the city of Clermont-Ferrand and serving as a key regional center in the Auvergne region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clermont-Ferrand metropolitan area Target entity description: The Clermont-Ferrand metropolitan area is a major urban and economic hub in central France, centered on the city of Clermont-Ferrand and serving as a key regional center in the Auvergne region.
-
A.
Nantes metropolitan area
The Nantes metropolitan area is a major urban and economic region in western France centered on the city of Nantes and encompassing its surrounding suburbs and districts.
-
B.
Lyon metropolitan area
The Lyon metropolitan area is a major urban and economic hub in east-central France, centered on the city of Lyon and known for its historical architecture, gastronomy, and role as a key transport and industrial center.
-
C.
Dijon metropolitan area
The Dijon metropolitan area is an urban agglomeration in eastern France centered on the city of Dijon, known for its historical heritage, cultural institutions, and regional economic significance.
-
D.
Avignon metropolitan area
The Avignon metropolitan area is an urban region in southeastern France centered on the historic city of Avignon, known for its cultural heritage, tourism, and regional economic activity.
-
E.
Toulouse urban area
The Toulouse urban area is a major metropolitan region in southwestern France centered on the city of Toulouse, encompassing its surrounding suburbs and commuter towns.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65162382081909bd5a251d7da7f75 |
completed | April 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdb3688c8190b791ec9d2ad87b94 |
completed | May 16, 2026, 5:16 a.m. |
| NEDg | Description generation | batch_6a080196bd048190a12b544d82539909 |
completed | May 16, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0801f0b90c8190a3fdc463cd824d50 |
completed | May 16, 2026, 5:34 a.m. |
Created at: April 10, 2026, 1:47 p.m.