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.