Triple
T5859870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cervinia |
E130248
|
entity |
| Predicate | partOfSkiArea |
P67535
|
FINISHED |
| Object |
Cervinia–Valtournenche–Zermatt ski area
The Cervinia–Valtournenche–Zermatt ski area is a major international ski domain in the Alps that links Italian and Swiss resorts on the slopes of the Matterhorn, offering extensive interconnected pistes and high-altitude skiing.
|
E130248
|
NE FINISHED |
How this triple was built (5 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: Cervinia–Valtournenche–Zermatt ski area | Statement: [Cervinia, partOfSkiArea, Cervinia–Valtournenche–Zermatt ski area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cervinia–Valtournenche–Zermatt ski area Context triple: [Cervinia, partOfSkiArea, Cervinia–Valtournenche–Zermatt ski area]
-
A.
Andermatt-Sedrun-Disentis ski area
The Andermatt-Sedrun-Disentis ski area is a major interconnected alpine resort in Switzerland known for its extensive slopes, varied terrain, and scenic mountain setting.
-
B.
Les Trois Vallées ski area
Les Trois Vallées ski area is one of the world’s largest interconnected ski regions in the French Alps, renowned for its extensive slopes and popular resorts like Courchevel, Méribel, and Val Thorens.
-
C.
Cervinia
Cervinia is a popular Italian Alpine village and ski resort at the foot of the Matterhorn, known for its extensive high-altitude slopes and links to Zermatt in Switzerland.
-
D.
4 Vallées ski area
4 Vallées ski area is one of Switzerland’s largest interconnected ski regions, renowned for its extensive slopes, off-piste terrain, and panoramic Alpine views.
-
E.
Chamonix ski areas
Chamonix ski areas comprise a renowned network of high-altitude ski domains in the French Alps, offering challenging terrain, off-piste routes, and stunning views of Mont Blanc.
- 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: Cervinia–Valtournenche–Zermatt ski area Triple: [Cervinia, partOfSkiArea, Cervinia–Valtournenche–Zermatt ski area]
Generated description
The Cervinia–Valtournenche–Zermatt ski area is a major international ski domain in the Alps that links Italian and Swiss resorts on the slopes of the Matterhorn, offering extensive interconnected pistes and high-altitude skiing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cervinia–Valtournenche–Zermatt ski area Target entity description: The Cervinia–Valtournenche–Zermatt ski area is a major international ski domain in the Alps that links Italian and Swiss resorts on the slopes of the Matterhorn, offering extensive interconnected pistes and high-altitude skiing.
-
A.
Andermatt-Sedrun-Disentis ski area
The Andermatt-Sedrun-Disentis ski area is a major interconnected alpine resort in Switzerland known for its extensive slopes, varied terrain, and scenic mountain setting.
-
B.
Les Trois Vallées ski area
Les Trois Vallées ski area is one of the world’s largest interconnected ski regions in the French Alps, renowned for its extensive slopes and popular resorts like Courchevel, Méribel, and Val Thorens.
-
C.
Cervinia
chosen
Cervinia is a popular Italian Alpine village and ski resort at the foot of the Matterhorn, known for its extensive high-altitude slopes and links to Zermatt in Switzerland.
-
D.
4 Vallées ski area
4 Vallées ski area is one of Switzerland’s largest interconnected ski regions, renowned for its extensive slopes, off-piste terrain, and panoramic Alpine views.
-
E.
Chamonix ski areas
Chamonix ski areas comprise a renowned network of high-altitude ski domains in the French Alps, offering challenging terrain, off-piste routes, and stunning views of Mont Blanc.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfSkiArea Context triple: [Cervinia, partOfSkiArea, Cervinia–Valtournenche–Zermatt ski area]
-
A.
skiAreaName
Indicates that an entity has a specific name used to identify a ski area.
-
B.
skiAreaType
Indicates the specific type or classification of a ski area associated with an entity (e.g., resort, backcountry, terrain park).
-
C.
partOfResortCategory
Indicates that something belongs to, or is classified within, a specific resort category.
-
D.
partOfResortComplexWith
Indicates that one entity is a component or facility within the same resort complex as the other entity, forming part of a shared resort property.
-
E.
hasNightSkiing
Indicates that a location or facility offers skiing activities that take place during nighttime under artificial lighting.
- F. None of above. chosen
Provenance (7 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c044ab0a048190b84be40fb13c0f50 |
completed | March 22, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1c70754819089081fc440ed841e |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a258fa208190a06b457e7856c338 |
completed | March 23, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a310d2d08190a8dab95f9eef2815 |
completed | March 23, 2026, 2:18 a.m. |
| PD | Predicate disambiguation | batch_69c03345ca0c819081c81148d054fed2 |
completed | March 22, 2026, 6:21 p.m. |
| PDg | Predicate description generation | batch_69c044a9c4f0819081b8c196932883f6 |
completed | March 22, 2026, 7:36 p.m. |
Created at: March 22, 2026, 3:56 p.m.