Triple
T7518176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marne-la-Vallée–Chessy station |
E177697
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Marseille (via TGV)
Marseille (via TGV) refers to high-speed train services that link Marne-la-Vallée–Chessy station directly to the city of Marseille in southern France.
|
E670360
|
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: Marseille (via TGV) | Statement: [Marne-la-Vallée–Chessy station, connectsTo, Marseille (via TGV)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marseille (via TGV) Context triple: [Marne-la-Vallée–Chessy station, connectsTo, Marseille (via TGV)]
-
A.
TGV Paris–Milan (via connections)
TGV Paris–Milan (via connections) is an international high-speed rail service linking Paris and Milan using France’s high-speed network and onward connecting routes into Italy.
-
B.
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.
-
C.
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.
-
D.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Paris–Limoges–Toulouse
Paris–Limoges–Toulouse is a major French intercity rail corridor linking the capital Paris with the central city of Limoges and the southwestern city of Toulouse.
- 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: Marseille (via TGV) Triple: [Marne-la-Vallée–Chessy station, connectsTo, Marseille (via TGV)]
Generated description
Marseille (via TGV) refers to high-speed train services that link Marne-la-Vallée–Chessy station directly to the city of Marseille in southern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marseille (via TGV) Target entity description: Marseille (via TGV) refers to high-speed train services that link Marne-la-Vallée–Chessy station directly to the city of Marseille in southern France.
-
A.
TGV Paris–Milan (via connections)
TGV Paris–Milan (via connections) is an international high-speed rail service linking Paris and Milan using France’s high-speed network and onward connecting routes into Italy.
-
B.
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.
-
C.
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.
-
D.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Paris–Limoges–Toulouse
Paris–Limoges–Toulouse is a major French intercity rail corridor linking the capital Paris with the central city of Limoges and the southwestern city of Toulouse.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5f850c081909e697219071293fc |
completed | March 27, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8462610b481909fa74023852b0154 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848026e90819098d0b419101f91e1 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:46 p.m.