Triple
T16161327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toulouse public transport network |
E392186
|
entity |
| Predicate | hasTramLine |
P17788
|
FINISHED |
| Object |
Toulouse Tram Line T1
Toulouse Tram Line T1 is a light rail route in Toulouse, France, forming part of the city’s modern tramway system and linking key districts with the wider public transport network.
|
E1202032
|
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: Toulouse Tram Line T1 | Statement: [Toulouse public transport network, hasTramLine, Toulouse Tram Line T1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toulouse Tram Line T1 Context triple: [Toulouse public transport network, hasTramLine, Toulouse Tram Line T1]
-
A.
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.
-
B.
Toulouse Metro Line B
Toulouse Metro Line B is a major automated rapid transit line in the Toulouse Metro system in France, running north–south through the city and serving key residential, commercial, and university areas.
-
C.
Toulouse Metro
The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
-
D.
Montpellier tramway
The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
-
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: Toulouse Tram Line T1 Triple: [Toulouse public transport network, hasTramLine, Toulouse Tram Line T1]
Generated description
Toulouse Tram Line T1 is a light rail route in Toulouse, France, forming part of the city’s modern tramway system and linking key districts with the wider public transport network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toulouse Tram Line T1 Target entity description: Toulouse Tram Line T1 is a light rail route in Toulouse, France, forming part of the city’s modern tramway system and linking key districts with the wider public transport network.
-
A.
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.
-
B.
Toulouse Metro Line B
Toulouse Metro Line B is a major automated rapid transit line in the Toulouse Metro system in France, running north–south through the city and serving key residential, commercial, and university areas.
-
C.
Toulouse Metro
The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
-
D.
Montpellier tramway
The Montpellier tramway is a modern light rail network in Montpellier, France, known for its extensive coverage of the metropolitan area and its distinctive, artist-designed tram vehicles.
-
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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5f0cb48190aae995d88382e055 |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000ec9ab2c819098d96dae98f78f50 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a001052977881909b8e17ab9ea92fe0 |
completed | May 10, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0010c825808190a2a506867fc09fe4 |
completed | May 10, 2026, 4:59 a.m. |
Created at: April 10, 2026, 5:02 a.m.