Triple
T7544558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montpellier |
E178364
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Montpellier Sud de France station
Montpellier Sud de France station is a modern high-speed railway station serving the city of Montpellier in southern France, primarily on the TGV network.
|
E672800
|
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 Sud de France station | Statement: [Montpellier, hasRailwayStation, Montpellier Sud de France station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier Sud de France station Context triple: [Montpellier, hasRailwayStation, Montpellier Sud de France station]
-
A.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
B.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
C.
Marseille-Saint-Charles station
Marseille-Saint-Charles station is the main railway terminus in Marseille, France, serving as a major national and regional transport hub.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
Montpellier-Saint-Roch station
Montpellier-Saint-Roch station is the main railway hub of Montpellier in southern France, serving regional and high-speed national train connections.
- 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 Sud de France station Triple: [Montpellier, hasRailwayStation, Montpellier Sud de France station]
Generated description
Montpellier Sud de France station is a modern high-speed railway station serving the city of Montpellier in southern France, primarily on the TGV network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montpellier Sud de France station Target entity description: Montpellier Sud de France station is a modern high-speed railway station serving the city of Montpellier in southern France, primarily on the TGV network.
-
A.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
B.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
C.
Marseille-Saint-Charles station
Marseille-Saint-Charles station is the main railway terminus in Marseille, France, serving as a major national and regional transport hub.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
Montpellier-Saint-Roch station
Montpellier-Saint-Roch station is the main railway hub of Montpellier in southern France, serving regional and high-speed national train connections.
- 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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f898069881909fa8f9c885c4565b |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856b93188819080c769a2a1b122f4 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c857738e6881908abfce108d71efc0 |
completed | March 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c857e4a0408190b395389c6221e259 |
completed | March 28, 2026, 10:36 p.m. |
Created at: March 27, 2026, 3:48 p.m.