Triple
T6206688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montpellier Méditerranée Métropole |
E138764
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Montpellier urban bus network
The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
|
E577711
|
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: Montpellier urban bus network | Statement: [Montpellier Méditerranée Métropole, operates, Montpellier urban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier urban bus network Context triple: [Montpellier Méditerranée Métropole, operates, Montpellier urban bus network]
-
A.
Toulouse public transport network
The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
-
B.
Montpellier tramway
The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
-
C.
Strasbourg bus network
The Strasbourg bus network is the system of urban and suburban bus lines serving the Strasbourg metropolitan area, complementing and connecting with the city’s tramway to provide comprehensive public transport.
-
D.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Nantes bus network
The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
- 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: Montpellier urban bus network Triple: [Montpellier Méditerranée Métropole, operates, Montpellier urban bus network]
Generated description
The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montpellier urban bus network Target entity description: The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
-
A.
Toulouse public transport network
The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
-
B.
Montpellier tramway
The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
-
C.
Strasbourg bus network
The Strasbourg bus network is the system of urban and suburban bus lines serving the Strasbourg metropolitan area, complementing and connecting with the city’s tramway to provide comprehensive public transport.
-
D.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Nantes bus network
The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
- 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06270b8d08190a81bc03c8175b989 |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20d9def0481909dc252d8a0ace45e |
completed | March 24, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69c2160f11dc8190b283fb6a7dfce491 |
completed | March 24, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c216b244dc8190b11bfdbb7fca703f |
completed | March 24, 2026, 4:44 a.m. |
Created at: March 22, 2026, 4:20 p.m.