Triple
T4550540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aosta |
E110150
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Aosta railway station
Aosta railway station is the main train station serving the city of Aosta in Italy’s Aosta Valley, providing regional rail connections to surrounding areas.
|
E451200
|
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: Aosta railway station | Statement: [Aosta, hasTransport, Aosta railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aosta railway station Context triple: [Aosta, hasTransport, Aosta railway station]
-
A.
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.
-
B.
Sion railway station
Sion railway station is a suburban railway stop on Mumbai’s Central line, serving the densely populated Sion neighborhood and connecting it to the wider Mumbai metropolitan rail network.
-
C.
Trento railway station
Trento railway station is the main rail hub serving the city of Trento in northern Italy, connecting it to regional and national rail networks.
-
D.
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.
-
E.
Geneva station
Geneva station is a Metra commuter rail station in Geneva, Illinois, serving as a key stop on the Union Pacific West Line between Chicago and the western suburbs.
- 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: Aosta railway station Triple: [Aosta, hasTransport, Aosta railway station]
Generated description
Aosta railway station is the main train station serving the city of Aosta in Italy’s Aosta Valley, providing regional rail connections to surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aosta railway station Target entity description: Aosta railway station is the main train station serving the city of Aosta in Italy’s Aosta Valley, providing regional rail connections to surrounding areas.
-
A.
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.
-
B.
Sion railway station
Sion railway station is a suburban railway stop on Mumbai’s Central line, serving the densely populated Sion neighborhood and connecting it to the wider Mumbai metropolitan rail network.
-
C.
Trento railway station
Trento railway station is the main rail hub serving the city of Trento in northern Italy, connecting it to regional and national rail networks.
-
D.
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.
-
E.
Geneva station
Geneva station is a Metra commuter rail station in Geneva, Illinois, serving as a key stop on the Union Pacific West Line between Chicago and the western suburbs.
- 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_69bd4412524c8190be5bcc9ddee91848 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57f5a0a081909977ccbb8aba633c |
completed | March 20, 2026, 2:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb94cab408190956ef333aa810a3b |
completed | March 20, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69bdbb54723081908f9c3f7100b37e74 |
completed | March 20, 2026, 9:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdbbd02d188190bd531221a0ab9d73 |
completed | March 20, 2026, 9:27 p.m. |
Created at: March 20, 2026, 1:05 p.m.