Triple
T10551408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limoges – Bellegarde Airport |
E248954
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
Limoges urban area
The Limoges urban area is a metropolitan region in central France centered on the city of Limoges, known historically for its porcelain industry and regional administrative importance.
|
E870264
|
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: Limoges urban area | Statement: [Limoges – Bellegarde Airport, servesArea, Limoges urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limoges urban area Context triple: [Limoges – Bellegarde Airport, servesArea, Limoges urban area]
-
A.
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.
-
B.
Rodez Agglomération
Rodez Agglomération is an intercommunal structure in southern France that groups Rodez and surrounding communes to coordinate local governance and shared public services.
-
C.
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.
-
D.
Cergy-Pontoise urban area
The Cergy-Pontoise urban area is a planned suburban agglomeration northwest of Paris that combines several communes into a major residential, educational, and economic hub within the Île-de-France region.
-
E.
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.
- 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: Limoges urban area Triple: [Limoges – Bellegarde Airport, servesArea, Limoges urban area]
Generated description
The Limoges urban area is a metropolitan region in central France centered on the city of Limoges, known historically for its porcelain industry and regional administrative importance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limoges urban area Target entity description: The Limoges urban area is a metropolitan region in central France centered on the city of Limoges, known historically for its porcelain industry and regional administrative importance.
-
A.
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.
-
B.
Rodez Agglomération
Rodez Agglomération is an intercommunal structure in southern France that groups Rodez and surrounding communes to coordinate local governance and shared public services.
-
C.
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.
-
D.
Cergy-Pontoise urban area
The Cergy-Pontoise urban area is a planned suburban agglomeration northwest of Paris that combines several communes into a major residential, educational, and economic hub within the Île-de-France region.
-
E.
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.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d526d4c4048190a104d6e088f565b3 |
completed | April 7, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d934639b3481908204db41101132c3 |
completed | April 10, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69d938c8b25c8190bb048053d8668e5c |
completed | April 10, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d939b1844881908c8fbcb9488863f6 |
completed | April 10, 2026, 5:56 p.m. |
Created at: April 6, 2026, 12:34 p.m.