Triple

T14964212
Position Surface form Disambiguated ID Type / Status
Subject Clamart station E373145 entity
Predicate publicTransportNetwork P8428 FINISHED
Object Île-de-France public transport network
The Île-de-France public transport network is the extensive, integrated system of trains, metros, trams, and buses serving Paris and its surrounding region.
 E1130592 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: Île-de-France public transport network | Statement: [Clamart station, publicTransportNetwork, Île-de-France public transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Île-de-France public transport network
Context triple: [Clamart station, publicTransportNetwork, Île-de-France public transport network]
  • A. Île-de-France tramway network
    The Île-de-France tramway network is the extensive system of modern tram lines serving Paris and its surrounding suburbs, complementing the metro and RER as a key component of the region’s public transport.
  • B. Île-de-France fare system
    The Île-de-France fare system is the integrated public transport tariff network covering Paris and its surrounding region, coordinating ticketing and pricing across trains, metros, trams, and buses.
  • C. Transport in Île-de-France
    Transport in Île-de-France encompasses the extensive network of roads, motorways, public transit, and other mobility infrastructure serving the Paris metropolitan region and its surrounding departments.
  • D. Île-de-France rail network
    The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
  • E. Paris public transport network
    The Paris public transport network is an integrated system of metro lines, regional trains, trams, buses, and airport links that serves Paris and its surrounding suburbs.
  • 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: Île-de-France public transport network
Triple: [Clamart station, publicTransportNetwork, Île-de-France public transport network]
Generated description
The Île-de-France public transport network is the extensive, integrated system of trains, metros, trams, and buses serving Paris and its surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Île-de-France public transport network
Target entity description: The Île-de-France public transport network is the extensive, integrated system of trains, metros, trams, and buses serving Paris and its surrounding region.
  • A. Île-de-France tramway network
    The Île-de-France tramway network is the extensive system of modern tram lines serving Paris and its surrounding suburbs, complementing the metro and RER as a key component of the region’s public transport.
  • B. Île-de-France fare system
    The Île-de-France fare system is the integrated public transport tariff network covering Paris and its surrounding region, coordinating ticketing and pricing across trains, metros, trams, and buses.
  • C. Transport in Île-de-France
    Transport in Île-de-France encompasses the extensive network of roads, motorways, public transit, and other mobility infrastructure serving the Paris metropolitan region and its surrounding departments.
  • D. Île-de-France rail network
    The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
  • E. Paris public transport network
    The Paris public transport network is an integrated system of metro lines, regional trains, trams, buses, and airport links that serves Paris and its surrounding suburbs.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6d0487c8190b7754af8c5014b37 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bdeec408190893d1db9254da24e completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe90383bd081908bc754655c203695 completed May 9, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe90ec50e081909ab267fee2b069bc completed May 9, 2026, 1:42 a.m.
Created at: April 10, 2026, 2:40 a.m.