Triple

T12765643
Position Surface form Disambiguated ID Type / Status
Subject Montpellier tramway E305115 entity
Predicate hasLine P35 FINISHED
Object Montpellier tramway Line 4
Montpellier tramway Line 4 is a circular tram line in Montpellier, France, that serves as an orbital route connecting multiple other tram lines and key districts around the city center.
E305115 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: Montpellier tramway Line 4 | Statement: [Montpellier tramway, hasLine, Montpellier tramway Line 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montpellier tramway Line 4
Context triple: [Montpellier tramway, hasLine, Montpellier tramway Line 4]
  • A. Montpellier tramway
    The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
  • B. Toulouse Metro Line A
    Toulouse Metro Line A is a major rapid transit line in the Toulouse Métro system, running east–west across the city and connecting central Toulouse with suburban areas including Balma.
  • C. Montpellier urban bus network
    The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
  • D. Saint-Étienne tramway
    The Saint-Étienne tramway is one of France’s oldest urban tram networks, serving the city of Saint-Étienne and its suburbs with electric light-rail transit.
  • E. Lyon tramway network
    The Lyon tramway network is a modern urban light rail system serving the city of Lyon and its suburbs, complementing the metro and bus networks with multiple tram lines across the metropolitan area.
  • 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: Montpellier tramway Line 4
Triple: [Montpellier tramway, hasLine, Montpellier tramway Line 4]
Generated description
Montpellier tramway Line 4 is a circular tram line in Montpellier, France, that serves as an orbital route connecting multiple other tram lines and key districts around the city center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montpellier tramway Line 4
Target entity description: Montpellier tramway Line 4 is a circular tram line in Montpellier, France, that serves as an orbital route connecting multiple other tram lines and key districts around the city center.
  • A. Montpellier tramway chosen
    The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
  • B. Toulouse Metro Line A
    Toulouse Metro Line A is a major rapid transit line in the Toulouse Métro system, running east–west across the city and connecting central Toulouse with suburban areas including Balma.
  • C. Montpellier urban bus network
    The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
  • D. Saint-Étienne tramway
    The Saint-Étienne tramway is one of France’s oldest urban tram networks, serving the city of Saint-Étienne and its suburbs with electric light-rail transit.
  • E. Lyon tramway network
    The Lyon tramway network is a modern urban light rail system serving the city of Lyon and its suburbs, complementing the metro and bus networks with multiple tram lines across the metropolitan area.
  • F. None of above.

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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df1ef148190af525532fcb0933b completed April 10, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a54061dc8190849855f035d63300 completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 9, 2026, 5:28 p.m.