Triple

T717491
Position Surface form Disambiguated ID Type / Status
Subject Occitanie E14341 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object A68 motorway
The A68 motorway is a French highway in southern France that connects Toulouse to Albi, serving as a key regional route in the Occitanie region.
 E202582 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: A68 motorway | Statement: [Occitanie, hasTransportInfrastructure, A68 motorway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A68 motorway
Context triple: [Occitanie, hasTransportInfrastructure, A68 motorway]
  • A. A61 motorway
    The A61 motorway is a major French autoroute in southern France that connects Toulouse to Narbonne, forming a key link between the Atlantic and Mediterranean coasts.
  • B. A62 motorway
    The A62 motorway is a major French autoroute in southwestern France that forms part of the route between Bordeaux and Toulouse, facilitating regional and long-distance traffic.
  • C. A75 motorway
    The A75 motorway is a major French highway running through central and southern France, known for connecting Clermont-Ferrand to Béziers and featuring the iconic Millau Viaduct.
  • D. A9 motorway
    The A9 motorway is a major French highway in southern France that connects cities near the Mediterranean coast and serves as an important route between Spain and the rest of Europe.
  • E. A12 motorway
    The A12 motorway is a major Dutch highway that connects The Hague to the German border, serving as a key east–west transport corridor across the central Netherlands.
  • 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: A68 motorway
Triple: [Occitanie, hasTransportInfrastructure, A68 motorway]
Generated description
The A68 motorway is a French highway in southern France that connects Toulouse to Albi, serving as a key regional route in the Occitanie region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A68 motorway
Target entity description: The A68 motorway is a French highway in southern France that connects Toulouse to Albi, serving as a key regional route in the Occitanie region.
  • A. A61 motorway
    The A61 motorway is a major French autoroute in southern France that connects Toulouse to Narbonne, forming a key link between the Atlantic and Mediterranean coasts.
  • B. A62 motorway
    The A62 motorway is a major French autoroute in southwestern France that forms part of the route between Bordeaux and Toulouse, facilitating regional and long-distance traffic.
  • C. A75 motorway
    The A75 motorway is a major French highway running through central and southern France, known for connecting Clermont-Ferrand to Béziers and featuring the iconic Millau Viaduct.
  • D. A9 motorway
    The A9 motorway is a major French highway in southern France that connects cities near the Mediterranean coast and serves as an important route between Spain and the rest of Europe.
  • E. A12 motorway
    The A12 motorway is a major Dutch highway that connects The Hague to the German border, serving as a key east–west transport corridor across the central Netherlands.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a577658881909c12951d63d96377 completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69adb5a4db2c8190830f3b2a707a3d32 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb9b262048190a4382a86f1c8f192 completed March 8, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69adba2484b48190a712f29f87f9e45e completed March 8, 2026, 6:04 p.m.
Created at: March 1, 2026, 7:37 p.m.