Triple

T16508440
Position Surface form Disambiguated ID Type / Status
Subject Valence-d'Agen E400991 entity
Predicate hasRailwayStation P918 FINISHED
Object Valence-d'Agen station
Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
 E1220181 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: Valence-d'Agen station | Statement: [Valence-d'Agen, hasRailwayStation, Valence-d'Agen station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valence-d'Agen station
Context triple: [Valence-d'Agen, hasRailwayStation, Valence-d'Agen station]
  • A. Angoulême railway station
    Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
  • B. Saint-Étienne-Châteaucreux station
    Saint-Étienne-Châteaucreux station is the main railway station in Saint-Étienne, France, serving as a regional hub for passenger trains connecting the city with Lyon and other destinations.
  • C. Boussy-Saint-Antoine station
    Boussy-Saint-Antoine station is a suburban railway station in the southeastern outskirts of Paris, serving the communes of Boussy-Saint-Antoine and Quincy-sous-Sénart on the RER D line.
  • D. La Ferté-Milon station
    La Ferté-Milon station is a French railway station in La Ferté-Milon that serves as the endpoint of the Transilien Line P suburban services from Paris.
  • 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: Valence-d'Agen station
Triple: [Valence-d'Agen, hasRailwayStation, Valence-d'Agen station]
Generated description
Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valence-d'Agen station
Target entity description: Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
  • A. Angoulême railway station
    Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
  • B. Saint-Étienne-Châteaucreux station
    Saint-Étienne-Châteaucreux station is the main railway station in Saint-Étienne, France, serving as a regional hub for passenger trains connecting the city with Lyon and other destinations.
  • C. Boussy-Saint-Antoine station
    Boussy-Saint-Antoine station is a suburban railway station in the southeastern outskirts of Paris, serving the communes of Boussy-Saint-Antoine and Quincy-sous-Sénart on the RER D line.
  • D. La Ferté-Milon station
    La Ferté-Milon station is a French railway station in La Ferté-Milon that serves as the endpoint of the Transilien Line P suburban services from Paris.
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e54331c8190b3c4f9de95cbbc5e completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067a31c8881909b05c49c8006785d completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a006bbe84b481908814dea1519bba84 completed May 10, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_6a006c0e8ff0819084b4b02b49db0386 completed May 10, 2026, 11:29 a.m.
Created at: April 10, 2026, 5:14 a.m.