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.