Triple

T11215671
Position Surface form Disambiguated ID Type / Status
Subject Béziers–Neussargues railway E265432 entity
Predicate terminus P388 FINISHED
Object Neussargues
Neussargues is a commune in south-central France known as a railway junction and terminus in the Auvergne region.
 E923324 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: Neussargues | Statement: [Béziers–Neussargues railway, terminus, Neussargues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neussargues
Context triple: [Béziers–Neussargues railway, terminus, Neussargues]
  • A. Saussignac
    Saussignac is a small wine-producing commune in southwestern France, known for its sweet white wines made primarily from Sémillon and other Bordeaux grape varieties.
  • B. Ducos
    Ducos is a French surname most notably borne by Pierre-Roger Ducos, a political figure during the French Revolution and the Consulate.
  • C. Groslay
    Groslay is a small suburban commune in the Val-d'Oise department in northern France, forming part of the Paris metropolitan area.
  • D. Olliergues
    Olliergues is a small commune in central France’s Puy-de-Dôme department, known for its rural setting in the Auvergne region.
  • E. Montgeron
    Montgeron is a suburban commune in the southern outskirts of Paris, France, known for its residential character and location within the Essonne department in the Île-de-France region.
  • 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: Neussargues
Triple: [Béziers–Neussargues railway, terminus, Neussargues]
Generated description
Neussargues is a commune in south-central France known as a railway junction and terminus in the Auvergne region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neussargues
Target entity description: Neussargues is a commune in south-central France known as a railway junction and terminus in the Auvergne region.
  • A. Saussignac
    Saussignac is a small wine-producing commune in southwestern France, known for its sweet white wines made primarily from Sémillon and other Bordeaux grape varieties.
  • B. Ducos
    Ducos is a French surname most notably borne by Pierre-Roger Ducos, a political figure during the French Revolution and the Consulate.
  • C. Groslay
    Groslay is a small suburban commune in the Val-d'Oise department in northern France, forming part of the Paris metropolitan area.
  • D. Olliergues
    Olliergues is a small commune in central France’s Puy-de-Dôme department, known for its rural setting in the Auvergne region.
  • E. Montgeron
    Montgeron is a suburban commune in the southern outskirts of Paris, France, known for its residential character and location within the Essonne department in the Île-de-France region.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8e8eef48190932a85784ce15c86 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58af8bc988190805168188ed0a6aa completed April 20, 2026, 2:10 a.m.
NEDg Description generation batch_69e59774e6648190a38b2515a83c2e0c completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3abf24481908fb71f4ef6b13532 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:30 p.m.