Triple
T13721223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Échirolles |
E329040
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object |
Échirolles railway station
Échirolles railway station is a local train station in the Grenoble metropolitan area of southeastern France, serving regional passenger rail services for the commune of Échirolles.
|
E1057007
|
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: Échirolles railway station | Statement: [Échirolles, transportConnection, Échirolles railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Échirolles railway station Context triple: [Échirolles, transportConnection, Échirolles railway station]
-
A.
Cavaillon station
Cavaillon station is a regional railway station in southeastern France serving the town of Cavaillon and connecting it to the wider Provence-Alpes-Côte d'Azur rail network.
-
B.
Aix-les-Bains–Le Revard railway station
Aix-les-Bains–Le Revard railway station is a regional rail hub in the spa town of Aix-les-Bains in southeastern France, serving as a key access point to the surrounding Alpine and lakeside areas.
-
C.
Gare de Bourgoin-Jallieu
Gare de Bourgoin-Jallieu is the main railway station serving the town of Bourgoin-Jallieu in the Isère department of southeastern France, providing regional train connections.
-
D.
Briançon railway station
Briançon railway station is the main train station serving the alpine town of Briançon in southeastern France, providing regional and long-distance rail connections.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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: Échirolles railway station Triple: [Échirolles, transportConnection, Échirolles railway station]
Generated description
Échirolles railway station is a local train station in the Grenoble metropolitan area of southeastern France, serving regional passenger rail services for the commune of Échirolles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Échirolles railway station Target entity description: Échirolles railway station is a local train station in the Grenoble metropolitan area of southeastern France, serving regional passenger rail services for the commune of Échirolles.
-
A.
Cavaillon station
Cavaillon station is a regional railway station in southeastern France serving the town of Cavaillon and connecting it to the wider Provence-Alpes-Côte d'Azur rail network.
-
B.
Aix-les-Bains–Le Revard railway station
Aix-les-Bains–Le Revard railway station is a regional rail hub in the spa town of Aix-les-Bains in southeastern France, serving as a key access point to the surrounding Alpine and lakeside areas.
-
C.
Gare de Bourgoin-Jallieu
Gare de Bourgoin-Jallieu is the main railway station serving the town of Bourgoin-Jallieu in the Isère department of southeastern France, providing regional train connections.
-
D.
Briançon railway station
Briançon railway station is the main train station serving the alpine town of Briançon in southeastern France, providing regional and long-distance rail connections.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de01f3b46481909ceedfa78e9ca92b |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d5c4f848190993f829824eabbef |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:55 p.m.