Triple
T16332568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grenoble tramway |
E396589
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
TAG public transport network
TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
|
E1207903
|
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: TAG public transport network | Statement: [Grenoble tramway, partOf, TAG public transport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAG public transport network Context triple: [Grenoble tramway, partOf, TAG public transport network]
-
A.
SL public transport network
The SL public transport network is the integrated system of buses, metro, commuter trains, trams, and ferries serving the greater Stockholm region in Sweden.
-
B.
exo public transit agency
exo public transit agency is the regional public transportation authority serving the Greater Montreal area in Quebec, Canada, operating bus, commuter rail, and paratransit services.
-
C.
RTC Transit
RTC Transit is the public bus system serving the Las Vegas Valley in Nevada, providing transportation to major destinations including Allegiant Stadium.
-
D.
SMART bus network
The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
-
E.
TAN public transport network
The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
- 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: TAG public transport network Triple: [Grenoble tramway, partOf, TAG public transport network]
Generated description
TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAG public transport network Target entity description: TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
-
A.
SL public transport network
The SL public transport network is the integrated system of buses, metro, commuter trains, trams, and ferries serving the greater Stockholm region in Sweden.
-
B.
exo public transit agency
exo public transit agency is the regional public transportation authority serving the Greater Montreal area in Quebec, Canada, operating bus, commuter rail, and paratransit services.
-
C.
RTC Transit
RTC Transit is the public bus system serving the Las Vegas Valley in Nevada, providing transportation to major destinations including Allegiant Stadium.
-
D.
SMART bus network
The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
-
E.
TAN public transport network
The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
- 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.