Triple

T10249605
Position Surface form Disambiguated ID Type / Status
Subject A31 motorway (France) E240304 entity
Predicate maintainedBy P86 FINISHED
Object Autoroutes publiques françaises (French state / concessionaires)
Autoroutes publiques françaises refers to the network of French motorways that are owned or overseen by the state and operated by various concessionary companies responsible for their construction, maintenance, and toll collection.
E50854 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: Autoroutes publiques françaises (French state / concessionaires) | Statement: [A31 motorway (France), maintainedBy, Autoroutes publiques françaises (French state / concessionaires)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Autoroutes publiques françaises (French state / concessionaires)
Context triple: [A31 motorway (France), maintainedBy, Autoroutes publiques françaises (French state / concessionaires)]
  • A. ASF (Autoroutes du Sud de la France)
    ASF (Autoroutes du Sud de la France) is a major French motorway concession company responsible for operating and maintaining a large network of toll highways in southern France.
  • B. French autoroute network
    The French autoroute network is an extensive system of high-speed, limited-access toll motorways that forms the backbone of long-distance road travel across France and connects it with neighboring countries.
  • C. Vinci Autoroutes
    Vinci Autoroutes is a major French motorway concession and operating company that manages and maintains large sections of the national toll road network.
  • D. National roads in France
    National roads in France are major state-managed highways that form the core of the country’s intercity road network, connecting regions and cities across the national territory.
  • E. Eurovia
    Eurovia is a major European company specializing in transport infrastructure construction and urban development, operating as a subsidiary of the French concessions and construction group Vinci.
  • 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: Autoroutes publiques françaises (French state / concessionaires)
Triple: [A31 motorway (France), maintainedBy, Autoroutes publiques françaises (French state / concessionaires)]
Generated description
Autoroutes publiques françaises refers to the network of French motorways that are owned or overseen by the state and operated by various concessionary companies responsible for their construction, maintenance, and toll collection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Autoroutes publiques françaises (French state / concessionaires)
Target entity description: Autoroutes publiques françaises refers to the network of French motorways that are owned or overseen by the state and operated by various concessionary companies responsible for their construction, maintenance, and toll collection.
  • A. ASF (Autoroutes du Sud de la France)
    ASF (Autoroutes du Sud de la France) is a major French motorway concession company responsible for operating and maintaining a large network of toll highways in southern France.
  • B. French autoroute network chosen
    The French autoroute network is an extensive system of high-speed, limited-access toll motorways that forms the backbone of long-distance road travel across France and connects it with neighboring countries.
  • C. Vinci Autoroutes
    Vinci Autoroutes is a major French motorway concession and operating company that manages and maintains large sections of the national toll road network.
  • D. National roads in France
    National roads in France are major state-managed highways that form the core of the country’s intercity road network, connecting regions and cities across the national territory.
  • E. Eurovia
    Eurovia is a major European company specializing in transport infrastructure construction and urban development, operating as a subsidiary of the French concessions and construction group Vinci.
  • F. None of above.

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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d23c4cd88190b99e65a074b68d6b completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7b66c6881908b432fbdd5ecf11e completed April 9, 2026, 12:49 a.m.
NEDg Description generation batch_69d6fa303d4c8190b9f1c3addf7d8b09 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6ff301d488190b18f1e02bbf1dada completed April 9, 2026, 1:21 a.m.
Created at: April 6, 2026, 11:28 a.m.