Triple

T22802156
Position Surface form Disambiguated ID Type / Status
Subject Toul E564424 entity
Predicate hasTransport P1298 FINISHED
Object Toul railway station
Toul railway station is a regional train station in the town of Toul in northeastern France, serving as a local hub for passenger rail services.
 E1555917 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: Toul railway station | Statement: [Toul, hasTransport, Toul railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toul railway station
Context triple: [Toul, hasTransport, Toul railway station]
  • A. Templeuve railway station
    Templeuve railway station is a local train station in northern France serving the commune of Templeuve-en-Pévèle and connecting it to the regional rail network.
  • B. Tournus railway station
    Tournus railway station is a regional train station in eastern France that serves the town of Tournus on the main rail line between Mâcon and Chalon-sur-Saône.
  • C. Visé railway station
    Visé railway station is a train station in the town of Visé, Belgium, serving as a local stop on the Belgian railway network.
  • D. Boncourt railway station
    Boncourt railway station is a Swiss railway stop in the canton of Jura that serves the village of Boncourt near the French border on the Delémont–Delle line.
  • E. Raspail station
    Raspail station is a Paris Métro station serving lines 4 and 6, located in the city's 14th arrondissement.
  • 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: Toul railway station
Triple: [Toul, hasTransport, Toul railway station]
Generated description
Toul railway station is a regional train station in the town of Toul in northeastern France, serving as a local hub for passenger rail services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toul railway station
Target entity description: Toul railway station is a regional train station in the town of Toul in northeastern France, serving as a local hub for passenger rail services.
  • A. Templeuve railway station
    Templeuve railway station is a local train station in northern France serving the commune of Templeuve-en-Pévèle and connecting it to the regional rail network.
  • B. Tournus railway station
    Tournus railway station is a regional train station in eastern France that serves the town of Tournus on the main rail line between Mâcon and Chalon-sur-Saône.
  • C. Visé railway station
    Visé railway station is a train station in the town of Visé, Belgium, serving as a local stop on the Belgian railway network.
  • D. Boncourt railway station
    Boncourt railway station is a Swiss railway stop in the canton of Jura that serves the village of Boncourt near the French border on the Delémont–Delle line.
  • E. Raspail station
    Raspail station is a Paris Métro station serving lines 4 and 6, located in the city's 14th arrondissement.
  • 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cdf1e308190a05d0f61856be544 completed April 29, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e99775c819091e8260f3c9da2ee completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0ba2c43ba88190bdde24a376d4f713 completed May 18, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba364e9288190b0985cfc176e5eae completed May 18, 2026, 11:40 p.m.
Created at: April 17, 2026, 3:31 p.m.