Triple
T12765651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montpellier tramway |
E305115
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Montpellier metropolitan area |
E138764
|
NE FINISHED |
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: [Montpellier tramway, serves, Montpellier metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier metropolitan area Context triple: [Montpellier tramway, serves, Montpellier metropolitan area]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Toulouse Métropole
Toulouse Métropole is an intercommunal metropolitan authority in southwestern France that coordinates urban planning, transportation, and public services for Toulouse and its surrounding communes.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96df1ef148190af525532fcb0933b |
completed | April 10, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b90ae688190b22e3a68d27b54c5 |
completed | May 3, 2026, 12:49 a.m. |
Created at: April 9, 2026, 5:28 p.m.