Triple

T18341063
Position Surface form Disambiguated ID Type / Status
Subject Orthez E439400 entity
Predicate hasRailwayStation P918 FINISHED
Object Gare d’Orthez
Gare d’Orthez is the main railway station serving the town of Orthez in southwestern France, providing regional and long-distance train connections.
 E1319866 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: Gare d’Orthez | Statement: [Orthez, hasRailwayStation, Gare d’Orthez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gare d’Orthez
Context triple: [Orthez, hasRailwayStation, Gare d’Orthez]
  • A. Gare de Foix
    Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
  • B. Gare de Rodez
    Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity train connections.
  • C. Toulouse-Matabiau railway station
    Toulouse-Matabiau railway station is the main railway hub of Toulouse, France, serving as a central node for regional, national, and high-speed train services.
  • D. Gare de Tarbes
    Gare de Tarbes is the main railway station serving the town of Tarbes in southwestern France, providing regional and long-distance train connections.
  • E. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • 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: Gare d’Orthez
Triple: [Orthez, hasRailwayStation, Gare d’Orthez]
Generated description
Gare d’Orthez is the main railway station serving the town of Orthez in southwestern France, providing regional and long-distance train connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gare d’Orthez
Target entity description: Gare d’Orthez is the main railway station serving the town of Orthez in southwestern France, providing regional and long-distance train connections.
  • A. Gare de Foix
    Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
  • B. Gare de Rodez
    Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity train connections.
  • C. Toulouse-Matabiau railway station
    Toulouse-Matabiau railway station is the main railway hub of Toulouse, France, serving as a central node for regional, national, and high-speed train services.
  • D. Gare de Tarbes
    Gare de Tarbes is the main railway station serving the town of Tarbes in southwestern France, providing regional and long-distance train connections.
  • E. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • 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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50ed146fc819092b08cb91defb03b completed April 19, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc21d5cc81909f8a154e400b02ad completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d0debb7c8190b781d913052f3be3 completed May 13, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_6a03d154ca208190bf1db64c3193cdb0 completed May 13, 2026, 1:18 a.m.
Created at: April 10, 2026, 10:37 a.m.