Triple
T16332558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grenoble tramway |
E396589
|
entity |
| Predicate | connectsWith |
P37
|
FINISHED |
| Object |
Grenoble bus network
The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
|
E1207901
|
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: Grenoble bus network | Statement: [Grenoble tramway, connectsWith, Grenoble bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grenoble bus network Context triple: [Grenoble tramway, connectsWith, Grenoble bus network]
-
A.
Grenoble tramway
The Grenoble tramway is a modern light rail network in Grenoble, France, that serves as a key component of the city’s public transportation system.
-
B.
Lyon bus network
The Lyon bus network is the extensive system of urban and suburban bus lines serving the city of Lyon and its metropolitan area as part of the broader TCL public transport network.
-
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.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Marseille public bus network
The Marseille public bus network is the city’s primary system of urban bus routes, connecting neighborhoods, key public institutions, and surrounding areas across the Marseille metropolitan area.
- 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: Grenoble bus network Triple: [Grenoble tramway, connectsWith, Grenoble bus network]
Generated description
The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grenoble bus network Target entity description: The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
-
A.
Grenoble tramway
The Grenoble tramway is a modern light rail network in Grenoble, France, that serves as a key component of the city’s public transportation system.
-
B.
Lyon bus network
The Lyon bus network is the extensive system of urban and suburban bus lines serving the city of Lyon and its metropolitan area as part of the broader TCL public transport network.
-
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.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
E.
Marseille public bus network
The Marseille public bus network is the city’s primary system of urban bus routes, connecting neighborhoods, key public institutions, and surrounding areas across the Marseille metropolitan area.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4e0b1388190824b286e8452fb32 |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002613c0e88190b91da8eba683c864 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027854ce48190ad3fb09ecd7e2b9e |
completed | May 10, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0029f138d88190bf240ca524d9ad0a |
completed | May 10, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:07 a.m.