Triple
T2056278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LGV Méditerranée |
E45680
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Aix-en-Provence TGV station
Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
|
E235338
|
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: Aix-en-Provence TGV station | Statement: [LGV Méditerranée, hasStation, Aix-en-Provence TGV station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aix-en-Provence TGV station Context triple: [LGV Méditerranée, hasStation, Aix-en-Provence TGV station]
-
A.
Avignon TGV station
Avignon TGV station is a high-speed railway station in Avignon, France, serving TGV trains on the Mediterranean branch of the LGV Rhône-Alpes line.
-
B.
Lyon-Perrache station
Lyon-Perrache station is one of Lyon’s main railway hubs, serving regional, national, and international train connections in southeastern France.
-
C.
Valence TGV station
Valence TGV station is a high-speed railway station in southeastern France that serves as a major stop on the LGV Méditerranée line, connecting the region to the national TGV network.
-
D.
Avignon-Centre station
Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train 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: Aix-en-Provence TGV station Triple: [LGV Méditerranée, hasStation, Aix-en-Provence TGV station]
Generated description
Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aix-en-Provence TGV station Target entity description: Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
-
A.
Avignon TGV station
Avignon TGV station is a high-speed railway station in Avignon, France, serving TGV trains on the Mediterranean branch of the LGV Rhône-Alpes line.
-
B.
Lyon-Perrache station
Lyon-Perrache station is one of Lyon’s main railway hubs, serving regional, national, and international train connections in southeastern France.
-
C.
Valence TGV station
Valence TGV station is a high-speed railway station in southeastern France that serves as a major stop on the LGV Méditerranée line, connecting the region to the national TGV network.
-
D.
Avignon-Centre station
Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9abdb088190991a620e01dc226f |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305036d481908120f74426d02ed5 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae31e8373881908feebeff7efb6852 |
completed | March 9, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae328efda081908f2188ef3186ebad |
completed | March 9, 2026, 2:38 a.m. |
Created at: March 4, 2026, 7:40 p.m.