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.