Triple
T18573205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oloron-Sainte-Marie |
E453921
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Oloron-Sainte-Marie railway station
Oloron-Sainte-Marie railway station is a regional train station in the town of Oloron-Sainte-Marie in southwestern France, serving as a local transport hub for passengers traveling within the Pyrénées-Atlantiques area.
|
E1331422
|
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: Oloron-Sainte-Marie railway station | Statement: [Oloron-Sainte-Marie, hasTransport, Oloron-Sainte-Marie railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oloron-Sainte-Marie railway station Context triple: [Oloron-Sainte-Marie, hasTransport, Oloron-Sainte-Marie railway station]
-
A.
Cazères station
Cazères station is a regional railway station in the town of Cazères in southwestern France, serving local passenger rail services.
-
B.
Gare d’Orthez
Gare d’Orthez is the main railway station serving the town of Orthez in southwestern France, providing regional and long-distance train connections.
-
C.
Arcachon railway station
Arcachon railway station is the main train station serving the seaside resort town of Arcachon in southwestern France, providing regional and intercity rail connections.
-
D.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
E.
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.
- 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: Oloron-Sainte-Marie railway station Triple: [Oloron-Sainte-Marie, hasTransport, Oloron-Sainte-Marie railway station]
Generated description
Oloron-Sainte-Marie railway station is a regional train station in the town of Oloron-Sainte-Marie in southwestern France, serving as a local transport hub for passengers traveling within the Pyrénées-Atlantiques area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oloron-Sainte-Marie railway station Target entity description: Oloron-Sainte-Marie railway station is a regional train station in the town of Oloron-Sainte-Marie in southwestern France, serving as a local transport hub for passengers traveling within the Pyrénées-Atlantiques area.
-
A.
Cazères station
Cazères station is a regional railway station in the town of Cazères in southwestern France, serving local passenger rail services.
-
B.
Gare d’Orthez
Gare d’Orthez is the main railway station serving the town of Orthez in southwestern France, providing regional and long-distance train connections.
-
C.
Arcachon railway station
Arcachon railway station is the main train station serving the seaside resort town of Arcachon in southwestern France, providing regional and intercity rail connections.
-
D.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
E.
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.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e543c7f63c81909b5d5764ffd20234 |
completed | April 19, 2026, 9:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f886f2e88190bf01061cb793c0ab |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04f9511eb08190952be765862cd1ab |
completed | May 13, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04f9dd338881908b300bab7947f736 |
completed | May 13, 2026, 10:23 p.m. |
Created at: April 10, 2026, 11:43 a.m.