Triple

T17333647
Position Surface form Disambiguated ID Type / Status
Subject Limoux E420878 entity
Predicate transport P230 FINISHED
Object Limoux railway station
Limoux railway station is a regional train station in the town of Limoux in southern France, serving as a local stop on the Carcassonne–Rivesaltes railway line.
 E1263132 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: Limoux railway station | Statement: [Limoux, transport, Limoux railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limoux railway station
Context triple: [Limoux, transport, Limoux railway station]
  • A. Rivesaltes railway station
    Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail network.
  • B. Bagnols-sur-Cèze station
    Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
  • C. Tarascon-sur-Ariège station
    Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
  • D. Millau railway station
    Millau railway station is a regional train station in the town of Millau in southern France, serving as a local hub for passenger rail connections in the Aveyron department.
  • E. Loulé railway station
    Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
  • 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: Limoux railway station
Triple: [Limoux, transport, Limoux railway station]
Generated description
Limoux railway station is a regional train station in the town of Limoux in southern France, serving as a local stop on the Carcassonne–Rivesaltes railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Limoux railway station
Target entity description: Limoux railway station is a regional train station in the town of Limoux in southern France, serving as a local stop on the Carcassonne–Rivesaltes railway line.
  • A. Rivesaltes railway station
    Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail network.
  • B. Bagnols-sur-Cèze station
    Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
  • C. Tarascon-sur-Ariège station
    Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
  • D. Millau railway station
    Millau railway station is a regional train station in the town of Millau in southern France, serving as a local hub for passenger rail connections in the Aveyron department.
  • E. Loulé railway station
    Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a106df48190a50f96febc13cde7 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c5205088190aa724873c6296b1e completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018ed527708190afceae5aaa98c8d5 completed May 11, 2026, 8:09 a.m.
NED2 Entity disambiguation (via description) batch_6a018f694d2c8190a64ca94f74d31155 completed May 11, 2026, 8:12 a.m.
Created at: April 10, 2026, 5:43 a.m.