Triple
T16115122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direction de la circulation ferroviaire |
E390983
|
entity |
| Predicate | functionIntegratedInto |
P15157
|
FINISHED |
| Object | SNCF Réseau |
E93156
|
NE FINISHED |
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: SNCF Réseau | Statement: [Direction de la circulation ferroviaire, functionIntegratedInto, SNCF Réseau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SNCF Réseau Context triple: [Direction de la circulation ferroviaire, functionIntegratedInto, SNCF Réseau]
-
A.
SNCF Réseau
chosen
SNCF Réseau is the French state-owned rail infrastructure manager responsible for operating, maintaining, and developing France’s national railway network.
-
B.
SNCF
SNCF is France’s national state-owned railway company, responsible for operating the country’s passenger and freight rail services and much of its rail infrastructure.
-
C.
SNCF Sud-Est region
The SNCF Sud-Est region was a major operating division of the French national railway company responsible for managing and running rail services in the southeastern part of France, including key routes linking Paris with Lyon and the Mediterranean.
-
D.
SNCF Connect
SNCF Connect is the official digital platform and app of the French national railway company, providing online ticket booking, travel planning, and real-time information for trains and other transport services.
-
E.
OUIGO
OUIGO is a low-cost high-speed train service operated by France’s national railway company SNCF, offering budget-friendly travel on major routes.
- 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: functionIntegratedInto Context triple: [Direction de la circulation ferroviaire, functionIntegratedInto, SNCF Réseau]
-
A.
integratedIn
chosen
Indicates that one entity is incorporated as a component or part within a larger system, structure, or context represented by another entity.
-
B.
integratedFrom
Indicates that something has been formed or constructed by combining or incorporating elements originating from another source.
-
C.
previouslyIntegratedInto
Indicates that an entity was formerly incorporated or included as part of another entity or system in the past.
-
D.
isIntegrableFor
Indicates that a given function or expression can be integrated with respect to a specified variable, domain, or measure.
-
E.
integratesOn
Indicates that one entity is designed to work seamlessly within, or be combined functionally with, another entity or platform.
- F. None of above.
Provenance (4 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2016a9dd48190bca3f58778ed865f |
completed | April 17, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffeef277481908ab35bbff06c827a |
completed | May 10, 2026, 3:43 a.m. |
| PD | Predicate disambiguation | batch_69e1828518c48190a8ef3aaa46a1f639 |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 5 a.m.