Triple
T18403631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LFMT |
E450060
|
entity |
| Predicate | servesMetropolitanArea |
P82
|
FINISHED |
| Object | Montpellier metropolitan area |
—
|
NE NERFINISHED |
How this triple was built (2 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: Montpellier metropolitan area | Statement: [LFMT, servesMetropolitanArea, Montpellier metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier metropolitan area Context triple: [LFMT, servesMetropolitanArea, Montpellier metropolitan area]
-
A.
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.
-
B.
Nîmes metropolitan area
The Nîmes metropolitan area is an urban agglomeration in southern France centered on the historic city of Nîmes, known for its Roman heritage and regional economic and cultural influence.
-
C.
Montpellier Méditerranée Métropole
chosen
Montpellier Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Montpellier in southern France, coordinating regional planning, transport, and development for the surrounding urban area.
-
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.
Marseille metropolitan area
The Marseille metropolitan area is a major urban and economic hub in southern France centered on the port city of Marseille and its surrounding communes along the Mediterranean coast.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e5195509cc8190bd4e91adb9b4a0ce |
completed | April 19, 2026, 6:05 p.m. |
Created at: April 10, 2026, 10:46 a.m.