Triple

T3622976
Position Surface form Disambiguated ID Type / Status
Subject Grand Paris urban area E76769 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Grand Paris Express (planned and under construction)
The Grand Paris Express is a major rapid transit expansion project for the Paris metropolitan area, featuring new automated metro lines and extensions designed to improve regional connectivity and support urban development.
E373739 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: Grand Paris Express (planned and under construction) | Statement: [Grand Paris urban area, hasTransportInfrastructure, Grand Paris Express (planned and under construction)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Paris Express (planned and under construction)
Context triple: [Grand Paris urban area, hasTransportInfrastructure, Grand Paris Express (planned and under construction)]
  • A. RER network
    The RER network is a rapid transit system of express suburban trains serving Paris and its surrounding metropolitan area, integrating both urban and regional rail services.
  • B. Paris Métro Line 14
    Paris Métro Line 14 is a fully automated, high-capacity rapid transit line in Paris that runs through the city center and connects major railway stations and business districts.
  • C. RER B line
    The RER B line is a major Paris regional express railway line that connects central Paris with key northern and southern suburbs, including Charles de Gaulle Airport.
  • D. Line 6 elevated/viaduct section (eastern Paris)
    The Line 6 elevated/viaduct section in eastern Paris is a prominent above-ground stretch of the Paris Métro offering open-air views as it runs on viaducts through several neighborhoods on the city’s Right Bank.
  • E. 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.
  • 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: Grand Paris Express (planned and under construction)
Triple: [Grand Paris urban area, hasTransportInfrastructure, Grand Paris Express (planned and under construction)]
Generated description
The Grand Paris Express is a major rapid transit expansion project for the Paris metropolitan area, featuring new automated metro lines and extensions designed to improve regional connectivity and support urban development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Paris Express (planned and under construction)
Target entity description: The Grand Paris Express is a major rapid transit expansion project for the Paris metropolitan area, featuring new automated metro lines and extensions designed to improve regional connectivity and support urban development.
  • A. RER network
    The RER network is a rapid transit system of express suburban trains serving Paris and its surrounding metropolitan area, integrating both urban and regional rail services.
  • B. Paris Métro Line 14
    Paris Métro Line 14 is a fully automated, high-capacity rapid transit line in Paris that runs through the city center and connects major railway stations and business districts.
  • C. RER B line
    The RER B line is a major Paris regional express railway line that connects central Paris with key northern and southern suburbs, including Charles de Gaulle Airport.
  • D. Line 6 elevated/viaduct section (eastern Paris)
    The Line 6 elevated/viaduct section in eastern Paris is a prominent above-ground stretch of the Paris Métro offering open-air views as it runs on viaducts through several neighborhoods on the city’s Right Bank.
  • E. 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.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bc79008190abe6900adcbda8de completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
Created at: March 8, 2026, 3:23 p.m.