Triple
T16341752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Les Arcs ski resort |
E396821
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
Bourg-Saint-Maurice railway station
Bourg-Saint-Maurice railway station is a major rail terminus in the French Alps that serves as a key gateway for travelers heading to nearby ski areas such as Les Arcs.
|
E1208041
|
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: Bourg-Saint-Maurice railway station | Statement: [Les Arcs ski resort, hasTransportLink, Bourg-Saint-Maurice railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bourg-Saint-Maurice railway station Context triple: [Les Arcs ski resort, hasTransportLink, Bourg-Saint-Maurice railway station]
-
A.
Chamonix-Mont-Blanc station
Chamonix-Mont-Blanc station is a railway station in the French Alpine town of Chamonix that serves as a key access point for tourists and skiers traveling in the Mont Blanc region.
-
B.
Montenvers station
Montenvers station is the upper mountain terminus near the Mer de Glace glacier above Chamonix, serving as a popular access point for alpine tourism in the French Alps.
-
C.
Saint-Gervais-les-Bains-Le Fayet station
Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
-
D.
Morges railway station
Morges railway station is a Swiss rail station in the town of Morges, Vaud, serving as a regional and intercity stop between Lausanne and Geneva.
-
E.
Grenoble railway station
Grenoble railway station is the main rail hub of Grenoble, France, serving regional and long-distance trains and integrating with the city’s public transport network.
- 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: Bourg-Saint-Maurice railway station Triple: [Les Arcs ski resort, hasTransportLink, Bourg-Saint-Maurice railway station]
Generated description
Bourg-Saint-Maurice railway station is a major rail terminus in the French Alps that serves as a key gateway for travelers heading to nearby ski areas such as Les Arcs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bourg-Saint-Maurice railway station Target entity description: Bourg-Saint-Maurice railway station is a major rail terminus in the French Alps that serves as a key gateway for travelers heading to nearby ski areas such as Les Arcs.
-
A.
Chamonix-Mont-Blanc station
Chamonix-Mont-Blanc station is a railway station in the French Alpine town of Chamonix that serves as a key access point for tourists and skiers traveling in the Mont Blanc region.
-
B.
Montenvers station
Montenvers station is the upper mountain terminus near the Mer de Glace glacier above Chamonix, serving as a popular access point for alpine tourism in the French Alps.
-
C.
Saint-Gervais-les-Bains-Le Fayet station
Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
-
D.
Morges railway station
Morges railway station is a Swiss rail station in the town of Morges, Vaud, serving as a regional and intercity stop between Lausanne and Geneva.
-
E.
Grenoble railway station
Grenoble railway station is the main rail hub of Grenoble, France, serving regional and long-distance trains and integrating with the city’s public transport network.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da0ad510819082e440f5e2bceada |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dadcaa48190865cec201cde47e3 |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a002e8094e08190b168d6ae5e9de604 |
completed | May 10, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002f4c23e481909bf11d7329e0bd6f |
completed | May 10, 2026, 7:10 a.m. |
Created at: April 10, 2026, 5:07 a.m.