Triple
T21517298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kléber (Paris Métro) |
E530877
|
entity |
| Predicate | hasOperatorStyle |
P9943
|
FINISHED |
| Object | RATP Métro |
—
|
NE NERFINISHED |
How this triple was built (3 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 Métro | Statement: [Kléber (Paris Métro), hasOperatorStyle, RATP Métro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RATP Métro Context triple: [Kléber (Paris Métro), hasOperatorStyle, RATP Métro]
-
A.
Réseau de transport d’Île-de-France
Réseau de transport d’Île-de-France is the integrated public transit network serving the Paris metropolitan region, encompassing metro, RER, tram, bus, and regional rail services.
-
B.
Paris Metro
chosen
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.
-
C.
Tramway d’Île-de-France
The Tramway d’Île-de-France is the modern tram network serving Paris and its surrounding Île-de-France region, providing surface light-rail connections that complement the metro and RER systems.
-
D.
Syndicat des transports parisiens
Syndicat des transports parisiens was the former public authority responsible for organizing and coordinating public transportation services in the Paris metropolitan area.
-
E.
Paris Métro Gare de Lyon
Paris Métro Gare de Lyon is a major Parisian underground station and transport hub serving multiple metro and RER lines beneath the Gare de Lyon mainline railway terminal.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasOperatorStyle Context triple: [Kléber (Paris Métro), hasOperatorStyle, RATP Métro]
-
A.
operatorStyle
chosen
Indicates the manner or approach an operator uses to perform or manage an operation, such as their method, technique, or behavioral style in carrying out tasks.
-
B.
hasStyle
Indicates that an entity possesses, exhibits, or is characterized by a particular style or manner.
-
C.
hasSystemStyle
Indicates that one entity is associated with, or characterized by, a particular system-defined style of another entity.
-
D.
hasOperatorSection
Indicates that something includes or is associated with a specific section intended for operators or operational use.
-
E.
hasStationStyle
Indicates that one entity (typically a station) possesses or is characterized by a particular architectural or design style.
- F. None of above.
Provenance (3 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_69e0c45d95a081908e7962ad215da746 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee814278e08190a66d516bed0726b5 |
completed | April 26, 2026, 9:18 p.m. |
| PD | Predicate disambiguation | batch_69e6320043bc81909417c41a718652ba |
completed | April 20, 2026, 2:02 p.m. |
Created at: April 16, 2026, 6:25 p.m.