Triple
T7487715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aubagne |
E176922
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
tramway of Aubagne
The tramway of Aubagne is a modern, small-scale light rail system serving the town of Aubagne in southern France, notable for having offered free public transport to its users.
|
E667698
|
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: tramway of Aubagne | Statement: [Aubagne, hasTransport, tramway of Aubagne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: tramway of Aubagne Context triple: [Aubagne, hasTransport, tramway of Aubagne]
-
A.
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.
-
B.
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.
-
C.
Tramway de Tours
Tramway de Tours is the modern light rail system serving the city of Tours in central France, providing urban and suburban public transportation along dedicated tram lines.
-
D.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
-
E.
Toulouse Metro Line A
Toulouse Metro Line A is a major rapid transit line in the Toulouse Métro system, running east–west across the city and connecting central Toulouse with suburban areas including Balma.
- 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: tramway of Aubagne Triple: [Aubagne, hasTransport, tramway of Aubagne]
Generated description
The tramway of Aubagne is a modern, small-scale light rail system serving the town of Aubagne in southern France, notable for having offered free public transport to its users.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: tramway of Aubagne Target entity description: The tramway of Aubagne is a modern, small-scale light rail system serving the town of Aubagne in southern France, notable for having offered free public transport to its users.
-
A.
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.
-
B.
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.
-
C.
Tramway de Tours
Tramway de Tours is the modern light rail system serving the city of Tours in central France, providing urban and suburban public transportation along dedicated tram lines.
-
D.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
-
E.
Toulouse Metro Line A
Toulouse Metro Line A is a major rapid transit line in the Toulouse Métro system, running east–west across the city and connecting central Toulouse with suburban areas including Balma.
- 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_69c69f24ac508190bb98fe927c0bd065 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55965ac81909d3c3a5422b22d44 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c6d7dc08190b5d030e3eff9b108 |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83d7100f081909e69801db3628c30 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83dc9102881908e17512d3a14990a |
completed | March 28, 2026, 8:44 p.m. |
Created at: March 27, 2026, 3:43 p.m.