Triple

T611705
Position Surface form Disambiguated ID Type / Status
Subject Bir-Hakeim E12112 entity
Predicate hasSignage P5950 FINISHED
Object RATP standard metro signage
RATP standard metro signage is the unified system of visual signs, symbols, and typography used across the Paris Métro network to guide passengers and ensure consistent wayfinding.
E76710 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: RATP standard metro signage | Statement: [Bir-Hakeim, hasSignage, RATP standard metro signage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RATP standard metro signage
Context triple: [Bir-Hakeim, hasSignage, RATP standard metro signage]
  • A. Paris Metro
    The Paris Metro is the extensive rapid transit system serving Paris and its suburbs, known for its dense network, Art Nouveau station entrances, and central role in the city’s public transportation.
  • B. Paris Métro Line 10
    Paris Métro Line 10 is an east–west subway line in the Paris Métro network that runs primarily along the Left Bank, serving several central and southwestern districts of the city.
  • C. 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.
  • D. 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.
  • E. Charles de Gaulle–Étoile metro station
    Charles de Gaulle–Étoile metro station is a major Paris transport hub located near the Arc de Triomphe, serving multiple Métro and RER lines at the western end of the Champs-Élysées.
  • 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: RATP standard metro signage
Triple: [Bir-Hakeim, hasSignage, RATP standard metro signage]
Generated description
RATP standard metro signage is the unified system of visual signs, symbols, and typography used across the Paris Métro network to guide passengers and ensure consistent wayfinding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RATP standard metro signage
Target entity description: RATP standard metro signage is the unified system of visual signs, symbols, and typography used across the Paris Métro network to guide passengers and ensure consistent wayfinding.
  • A. Paris Metro
    The Paris Metro is the extensive rapid transit system serving Paris and its suburbs, known for its dense network, Art Nouveau station entrances, and central role in the city’s public transportation.
  • B. Paris Métro Line 10
    Paris Métro Line 10 is an east–west subway line in the Paris Métro network that runs primarily along the Left Bank, serving several central and southwestern districts of the city.
  • C. 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.
  • D. 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.
  • E. Charles de Gaulle–Étoile metro station
    Charles de Gaulle–Étoile metro station is a major Paris transport hub located near the Arc de Triomphe, serving multiple Métro and RER lines at the western end of the Champs-Élysées.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49e07739481909930a6577c081b9e completed March 1, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a533cc0c408190afc136a07b55a7a1 completed March 2, 2026, 6:53 a.m.
NEDg Description generation batch_69a550cf2a64819081b56ab0fd2d5579 completed March 2, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69a5513340c48190bbf9855895fa356f completed March 2, 2026, 8:58 a.m.
Created at: March 1, 2026, 7:35 p.m.