Triple

T19247915
Position Surface form Disambiguated ID Type / Status
Subject Cambrai railway station E481311 entity
Predicate railwayLine P848 FINISHED
Object Somain–Cambrai railway
The Somain–Cambrai railway is a regional rail line in northern France that connects the towns of Somain and Cambrai, serving local passenger and freight traffic.
E1366106 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: Somain–Cambrai railway | Statement: [Cambrai railway station, railwayLine, Somain–Cambrai railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Somain–Cambrai railway
Context triple: [Cambrai railway station, railwayLine, Somain–Cambrai railway]
  • A. Lille–Calais railway
    The Lille–Calais railway is a major rail line in northern France that connects the city of Lille with the port city of Calais, serving as an important regional and international transport corridor.
  • B. Calais–Dunkerque railway
    The Calais–Dunkerque railway is a rail line in northern France that connects the port city of Calais with the industrial and port area of Dunkirk, serving both passenger and freight traffic.
  • C. Amiens–Boulogne railway
    The Amiens–Boulogne railway is a French rail line in northern France that connects the inland city of Amiens with the Channel port of Boulogne-sur-Mer, serving as an important regional passenger and freight route.
  • D. Paris–Boulogne railway
    The Paris–Boulogne railway is a historic French rail line connecting Paris with the Channel port city of Boulogne-sur-Mer, serving as a key route between the capital and the northern coast.
  • E. Paris–Soissons railway
    The Paris–Soissons railway is a French rail line connecting Paris to the city of Soissons, serving both regional and commuter traffic in the northern part of the country.
  • 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: Somain–Cambrai railway
Triple: [Cambrai railway station, railwayLine, Somain–Cambrai railway]
Generated description
The Somain–Cambrai railway is a regional rail line in northern France that connects the towns of Somain and Cambrai, serving local passenger and freight traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Somain–Cambrai railway
Target entity description: The Somain–Cambrai railway is a regional rail line in northern France that connects the towns of Somain and Cambrai, serving local passenger and freight traffic.
  • A. Lille–Calais railway
    The Lille–Calais railway is a major rail line in northern France that connects the city of Lille with the port city of Calais, serving as an important regional and international transport corridor.
  • B. Calais–Dunkerque railway
    The Calais–Dunkerque railway is a rail line in northern France that connects the port city of Calais with the industrial and port area of Dunkirk, serving both passenger and freight traffic.
  • C. Amiens–Boulogne railway
    The Amiens–Boulogne railway is a French rail line in northern France that connects the inland city of Amiens with the Channel port of Boulogne-sur-Mer, serving as an important regional passenger and freight route.
  • D. Paris–Boulogne railway
    The Paris–Boulogne railway is a historic French rail line connecting Paris with the Channel port city of Boulogne-sur-Mer, serving as a key route between the capital and the northern coast.
  • E. Paris–Soissons railway
    The Paris–Soissons railway is a French rail line connecting Paris to the city of Soissons, serving both regional and commuter traffic in the northern part of the country.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb2e7cf881908dafd45d7a305c52 completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705e0e9208190ab6857bdc61ad22e completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a0706a7ff54819095a52f8d77d18060 completed May 15, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_6a070731b0888190a1f93236b36302a6 completed May 15, 2026, 11:44 a.m.
Created at: April 10, 2026, 1:27 p.m.