Triple

T3620466
Position Surface form Disambiguated ID Type / Status
Subject RATP standard metro signage E76710 entity
Predicate relatedTo P37 FINISHED
Object RATP bus and tram signage
RATP bus and tram signage is the standardized visual system used across Paris’s bus and tram networks to provide clear route, stop, and service information consistent with the city’s broader public transport branding.
 E373572 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 bus and tram signage | Statement: [RATP standard metro signage, relatedTo, RATP bus and tram signage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RATP bus and tram signage
Context triple: [RATP standard metro signage, relatedTo, RATP bus and tram signage]
  • A. 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.
  • B. RATP bus network
    The RATP bus network is the extensive system of urban and suburban bus lines operated by the Paris public transport authority, serving Paris and its surrounding Île-de-France region.
  • C. 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.
  • D. MTA Graphics Standard signage
    MTA Graphics Standard signage is the unified visual design system used across New York City’s subway and transit network, featuring consistent typography, colors, and symbols to guide passengers.
  • E. Rennes Metro
    Rennes Metro is the rapid transit system serving the city of Rennes in France, providing urban rail transport 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: RATP bus and tram signage
Triple: [RATP standard metro signage, relatedTo, RATP bus and tram signage]
Generated description
RATP bus and tram signage is the standardized visual system used across Paris’s bus and tram networks to provide clear route, stop, and service information consistent with the city’s broader public transport branding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RATP bus and tram signage
Target entity description: RATP bus and tram signage is the standardized visual system used across Paris’s bus and tram networks to provide clear route, stop, and service information consistent with the city’s broader public transport branding.
  • A. 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.
  • B. RATP bus network
    The RATP bus network is the extensive system of urban and suburban bus lines operated by the Paris public transport authority, serving Paris and its surrounding Île-de-France region.
  • C. 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.
  • D. MTA Graphics Standard signage
    MTA Graphics Standard signage is the unified visual design system used across New York City’s subway and transit network, featuring consistent typography, colors, and symbols to guide passengers.
  • E. Rennes Metro
    Rennes Metro is the rapid transit system serving the city of Rennes in France, providing urban rail transport across the metropolitan area.
  • 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_69adc2b9aa608190a680b250ecf63156 completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4331cc73881908033d001448f0b23 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b436ac70a481909a623841b836e1a7 completed March 13, 2026, 4:09 p.m.
NED2 Entity disambiguation (via description) batch_69b43731d4708190abd41b28889c4c88 completed March 13, 2026, 4:11 p.m.
Created at: March 8, 2026, 3:23 p.m.