Triple
T14295294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siemens Avanto |
E354422
|
entity |
| Predicate | hasOperator |
P179
|
FINISHED |
| Object | Île-de-France tram-train services |
E69198
|
NE FINISHED |
How this triple was built (2 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: Île-de-France tram-train services | Statement: [Siemens Avanto, hasOperator, Île-de-France tram-train services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Île-de-France tram-train services Context triple: [Siemens Avanto, hasOperator, Île-de-France tram-train services]
-
A.
Île-de-France tramway network
chosen
The Île-de-France tramway network is the extensive system of modern tram lines serving Paris and its surrounding suburbs, complementing the metro and RER as a key component of the region’s public transport.
-
B.
Île-de-France rail network
The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
-
C.
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.
-
D.
Transilien Paris–Nord suburban rail network
The Transilien Paris–Nord suburban rail network is a regional commuter rail system operating from Paris Gare du Nord that connects the French capital with numerous northern and northwestern suburbs and towns in the Île-de-France region.
-
E.
RER Vaud
RER Vaud is a regional express rail network in the canton of Vaud, Switzerland, providing frequent commuter and regional train services connecting local towns and cities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717b35ec81908968994e65737c66 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd647daf448190a7a9e4ab432977c4 |
completed | May 8, 2026, 4:20 a.m. |
Created at: April 10, 2026, 1:11 a.m.