Triple
T17930223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cazères |
E448311
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Cazères station
Cazères station is a regional railway station in the town of Cazères in southwestern France, serving local passenger rail services.
|
E1296511
|
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: Cazères station | Statement: [Cazères, hasRailwayStation, Cazères station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cazères station Context triple: [Cazères, hasRailwayStation, Cazères station]
-
A.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
B.
Valence-d'Agen station
Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
-
C.
Saint-Céré railway station
Saint-Céré railway station is a regional train station in the town of Saint-Céré in southwestern France, serving local passenger rail services.
-
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.
Saint-Étienne-Châteaucreux station
Saint-Étienne-Châteaucreux station is the main railway station in Saint-Étienne, France, serving as a regional hub for passenger trains connecting the city with Lyon and other destinations.
- 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: Cazères station Triple: [Cazères, hasRailwayStation, Cazères station]
Generated description
Cazères station is a regional railway station in the town of Cazères in southwestern France, serving local passenger rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cazères station Target entity description: Cazères station is a regional railway station in the town of Cazères in southwestern France, serving local passenger rail services.
-
A.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
B.
Valence-d'Agen station
Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
-
C.
Saint-Céré railway station
Saint-Céré railway station is a regional train station in the town of Saint-Céré in southwestern France, serving local passenger rail services.
-
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.
Saint-Étienne-Châteaucreux station
Saint-Étienne-Châteaucreux station is the main railway station in Saint-Étienne, France, serving as a regional hub for passenger trains connecting the city with Lyon and other destinations.
- 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_69d8b9f79d14819095540856928f0e25 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a551e1788190abad0d6a85ec55e1 |
completed | April 19, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0321381d0081908955e50cc80aeed2 |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a032290b0bc8190a2494a721f52a81a |
completed | May 12, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032307ae8481908902068e60848db3 |
completed | May 12, 2026, 12:54 p.m. |
Created at: April 10, 2026, 10:20 a.m.