Triple
T23131439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandœuvre-lès-Nancy |
E577177
|
entity |
| Predicate | hasPublicTransportConnection |
P3791
|
FINISHED |
| Object |
Trolleybus and bus network of Nancy
The Trolleybus and bus network of Nancy is the urban public transport system serving Nancy and its surrounding communes in northeastern France, operating a mix of trolleybus and bus lines.
|
E1571479
|
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: Trolleybus and bus network of Nancy | Statement: [Vandœuvre-lès-Nancy, hasPublicTransportConnection, Trolleybus and bus network of Nancy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trolleybus and bus network of Nancy Context triple: [Vandœuvre-lès-Nancy, hasPublicTransportConnection, Trolleybus and bus network of Nancy]
-
A.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
B.
Valenciennes tramway
The Valenciennes tramway is a modern light rail system serving the city of Valenciennes and its surrounding metropolitan area in northern France.
-
C.
Lyon trolleybus network
The Lyon trolleybus network is an electric public transport system in Lyon, France, operating trolleybuses on key urban routes as part of the city’s integrated transit network.
-
D.
Nantes bus network
The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
-
E.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
- 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: Trolleybus and bus network of Nancy Triple: [Vandœuvre-lès-Nancy, hasPublicTransportConnection, Trolleybus and bus network of Nancy]
Generated description
The Trolleybus and bus network of Nancy is the urban public transport system serving Nancy and its surrounding communes in northeastern France, operating a mix of trolleybus and bus lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trolleybus and bus network of Nancy Target entity description: The Trolleybus and bus network of Nancy is the urban public transport system serving Nancy and its surrounding communes in northeastern France, operating a mix of trolleybus and bus lines.
-
A.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
B.
Valenciennes tramway
The Valenciennes tramway is a modern light rail system serving the city of Valenciennes and its surrounding metropolitan area in northern France.
-
C.
Lyon trolleybus network
The Lyon trolleybus network is an electric public transport system in Lyon, France, operating trolleybuses on key urban routes as part of the city’s integrated transit network.
-
D.
Nantes bus network
The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
-
E.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
- 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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e87cd188190b466f7a4c9670e56 |
completed | April 29, 2026, 4:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c23f7dccc8190aaba967e73cc6892 |
completed | May 19, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_6a0c28ed782c8190a60cf2212a1e7861 |
completed | May 19, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c29bca4c08190a29d4204c75b333f |
completed | May 19, 2026, 9:13 a.m. |
Created at: April 17, 2026, 4 p.m.