Triple

T18713652
Position Surface form Disambiguated ID Type / Status
Subject Miramas E457579 entity
Predicate servedByRailLines P782 FINISHED
Object Marseille–Miramas–Salon–Avignon line
The Marseille–Miramas–Salon–Avignon line is a regional railway route in southern France that connects Marseille with inland towns including Miramas, Salon-de-Provence, and Avignon.
E1338670 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: Marseille–Miramas–Salon–Avignon line | Statement: [Miramas, servedByRailLines, Marseille–Miramas–Salon–Avignon line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marseille–Miramas–Salon–Avignon line
Context triple: [Miramas, servedByRailLines, Marseille–Miramas–Salon–Avignon line]
  • A. Marseille–Aix-en-Provence railway
    The Marseille–Aix-en-Provence railway is a regional rail line in southern France that connects the port city of Marseille with the inland city of Aix-en-Provence.
  • B. Toulouse–Latour-de-Carol line
    The Toulouse–Latour-de-Carol line is a scenic railway route in southwestern France that crosses the Pyrenees, linking the city of Toulouse with the border station of Latour-de-Carol near Spain and Andorra.
  • C. Montauban–Capdenac line
    The Montauban–Capdenac line is a regional railway route in southern France that connects the town of Montauban to Capdenac, serving several intermediate communities in the Occitanie area.
  • D. Saint-Germain-des-Fossés–Nîmes railway
    The Saint-Germain-des-Fossés–Nîmes railway is a major French rail line that links central France to the Mediterranean region, serving numerous towns and cities along its north–south route.
  • E. Lyon–Saint-Paul to Montbrison line
    The Lyon–Saint-Paul to Montbrison line is a regional railway route in eastern France that connects the city of Lyon with the town of Montbrison, serving intermediate communities such as L’Arbresle.
  • 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: Marseille–Miramas–Salon–Avignon line
Triple: [Miramas, servedByRailLines, Marseille–Miramas–Salon–Avignon line]
Generated description
The Marseille–Miramas–Salon–Avignon line is a regional railway route in southern France that connects Marseille with inland towns including Miramas, Salon-de-Provence, and Avignon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marseille–Miramas–Salon–Avignon line
Target entity description: The Marseille–Miramas–Salon–Avignon line is a regional railway route in southern France that connects Marseille with inland towns including Miramas, Salon-de-Provence, and Avignon.
  • A. Marseille–Aix-en-Provence railway
    The Marseille–Aix-en-Provence railway is a regional rail line in southern France that connects the port city of Marseille with the inland city of Aix-en-Provence.
  • B. Toulouse–Latour-de-Carol line
    The Toulouse–Latour-de-Carol line is a scenic railway route in southwestern France that crosses the Pyrenees, linking the city of Toulouse with the border station of Latour-de-Carol near Spain and Andorra.
  • C. Montauban–Capdenac line
    The Montauban–Capdenac line is a regional railway route in southern France that connects the town of Montauban to Capdenac, serving several intermediate communities in the Occitanie area.
  • D. Saint-Germain-des-Fossés–Nîmes railway
    The Saint-Germain-des-Fossés–Nîmes railway is a major French rail line that links central France to the Mediterranean region, serving numerous towns and cities along its north–south route.
  • E. Lyon–Saint-Paul to Montbrison line
    The Lyon–Saint-Paul to Montbrison line is a regional railway route in eastern France that connects the city of Lyon with the town of Montbrison, serving intermediate communities such as L’Arbresle.
  • 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_69d8d392aad081909fe31aa03e6e97d1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56ab352b481909b444e7c476898f4 completed April 19, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b413d348190b34e236d44fb541a completed May 14, 2026, 1:54 a.m.
NEDg Description generation batch_6a052c40cd04819096757952a275ddcf completed May 14, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a052d1122ac819081c664d90d784a82 completed May 14, 2026, 2:01 a.m.
Created at: April 10, 2026, 11:50 a.m.