Triple
T23536192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TaM |
E576706
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object | Montpellier bus network |
—
|
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 bus network | Statement: [TaM, hasService, Montpellier bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier bus network Context triple: [TaM, hasService, Montpellier bus network]
-
A.
Montpellier urban bus network
chosen
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.
-
B.
Marseille public bus network
The Marseille public bus network is the city’s primary system of urban bus routes, connecting neighborhoods, key public institutions, and surrounding areas across the Marseille metropolitan area.
-
C.
Bordeaux bus network
The Bordeaux bus network is the public transportation system of Bordeaux and its surrounding metropolitan area, providing extensive bus services that connect suburbs like Gradignan to the city.
-
D.
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.
-
E.
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.
- 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_69e245f5a8848190a2ba42e271c6c31f |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae1738bc81909a7b761ddbaa1883 |
completed | April 29, 2026, 7:07 a.m. |
Created at: April 17, 2026, 6:10 p.m.