Triple

T16344897
Position Surface form Disambiguated ID Type / Status
Subject Carry-le-Rouet E396904 entity
Predicate railwayLine P848 FINISHED
Object Miramas–L'Estaque railway
The Miramas–L'Estaque railway is a coastal rail line in southern France that connects towns along the Mediterranean between Miramas and L'Estaque, serving as part of the regional transport network near Marseille.
 E1209431 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: Miramas–L'Estaque railway | Statement: [Carry-le-Rouet, railwayLine, Miramas–L'Estaque railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miramas–L'Estaque railway
Context triple: [Carry-le-Rouet, railwayLine, Miramas–L'Estaque railway]
  • A. Lison–Lamballe railway
    The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
  • B. Paris–Mantes-la-Jolie railway
    The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
  • C. Brive–Ussel railway
    The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
  • D. Ambérieu–Mâcon railway
    The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
  • E. Béziers–Neussargues railway
    The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
  • 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: Miramas–L'Estaque railway
Triple: [Carry-le-Rouet, railwayLine, Miramas–L'Estaque railway]
Generated description
The Miramas–L'Estaque railway is a coastal rail line in southern France that connects towns along the Mediterranean between Miramas and L'Estaque, serving as part of the regional transport network near Marseille.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Miramas–L'Estaque railway
Target entity description: The Miramas–L'Estaque railway is a coastal rail line in southern France that connects towns along the Mediterranean between Miramas and L'Estaque, serving as part of the regional transport network near Marseille.
  • A. Lison–Lamballe railway
    The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
  • B. Paris–Mantes-la-Jolie railway
    The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
  • C. Brive–Ussel railway
    The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
  • D. Ambérieu–Mâcon railway
    The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
  • E. Béziers–Neussargues railway
    The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da0da1808190b6477613a07c7a88 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002db00b4081909573afc66366a91c completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a0031c7b4fc8190bd021e5a97441503 completed May 10, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_6a00324016f881909a0c641e738138d4 completed May 10, 2026, 7:22 a.m.
Created at: April 10, 2026, 5:07 a.m.