Triple

T8883785
Position Surface form Disambiguated ID Type / Status
Subject Saint-Lazare E211473 entity
Predicate hasTicketing P3383 FINISHED
Object RATP ticket offices
RATP ticket offices are staffed service points in Paris’s public transport network where passengers can buy tickets, passes, and obtain travel information.
E765415 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 ticket offices | Statement: [Saint-Lazare, hasTicketing, RATP ticket offices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RATP ticket offices
Context triple: [Saint-Lazare, hasTicketing, RATP ticket offices]
  • A. 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.
  • B. Nation (Paris Métro and RER) station
    Nation (Paris Métro and RER) station is a major Parisian transport hub in the 11th and 12th arrondissements, serving multiple Métro lines and RER line A near Place de la Nation.
  • C. RER A terminus
    RER A terminus is the endpoint station of Paris’s RER A commuter rail line, where trains start or finish their routes.
  • D. 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.
  • E. Les Halles RER station
    Les Halles RER station is a major underground commuter rail hub in central Paris, integrated with the Châtelet–Les Halles complex and serving as one of the busiest transit interchanges in the city.
  • 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 ticket offices
Triple: [Saint-Lazare, hasTicketing, RATP ticket offices]
Generated description
RATP ticket offices are staffed service points in Paris’s public transport network where passengers can buy tickets, passes, and obtain travel information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RATP ticket offices
Target entity description: RATP ticket offices are staffed service points in Paris’s public transport network where passengers can buy tickets, passes, and obtain travel information.
  • A. 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.
  • B. Nation (Paris Métro and RER) station
    Nation (Paris Métro and RER) station is a major Parisian transport hub in the 11th and 12th arrondissements, serving multiple Métro lines and RER line A near Place de la Nation.
  • C. RER A terminus
    RER A terminus is the endpoint station of Paris’s RER A commuter rail line, where trains start or finish their routes.
  • D. 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.
  • E. Les Halles RER station
    Les Halles RER station is a major underground commuter rail hub in central Paris, integrated with the Châtelet–Les Halles complex and serving as one of the busiest transit interchanges in the city.
  • 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_69ca838f9e20819096ab1f236a70381a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc616b2d988190b923ef1e33aab787 completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabd254148190b5ea3d308fe96851 completed April 3, 2026, noon
NEDg Description generation batch_69cfafb878048190b311342fbd93145e completed April 3, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_69cfb0392038819083f730a45787260b completed April 3, 2026, 12:19 p.m.
Created at: March 30, 2026, 6:53 p.m.