Triple
T20664944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toulouse Metro Line A |
E507858
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object |
Tisséo fare network
The Tisséo fare network is the integrated public transport ticketing and pricing system serving Toulouse and its metropolitan area, covering metro, tram, and bus services.
|
E1444545
|
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: Tisséo fare network | Statement: [Toulouse Metro Line A, fareSystem, Tisséo fare network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tisséo fare network Context triple: [Toulouse Metro Line A, fareSystem, Tisséo fare network]
-
A.
Ilévia network
Ilévia network is the public transportation system serving the Lille metropolitan area in northern France, encompassing metro, tram, and bus services.
-
B.
Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
-
C.
Vives Network
Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
-
D.
Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
-
E.
Tasenet
Tasenet is the ancient Egyptian name for the city later known as Esna, a significant religious and trading center on the west bank of the Nile.
- 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: Tisséo fare network Triple: [Toulouse Metro Line A, fareSystem, Tisséo fare network]
Generated description
The Tisséo fare network is the integrated public transport ticketing and pricing system serving Toulouse and its metropolitan area, covering metro, tram, and bus services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tisséo fare network Target entity description: The Tisséo fare network is the integrated public transport ticketing and pricing system serving Toulouse and its metropolitan area, covering metro, tram, and bus services.
-
A.
Ilévia network
Ilévia network is the public transportation system serving the Lille metropolitan area in northern France, encompassing metro, tram, and bus services.
-
B.
Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
-
C.
Vives Network
Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
-
D.
Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
-
E.
Tasenet
Tasenet is the ancient Egyptian name for the city later known as Esna, a significant religious and trading center on the west bank of the Nile.
- 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_69e0b4c059bc81908ea762cd73ea4424 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5c2c6d48190bbfe505cf7d973f9 |
completed | April 20, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd5fc3e081909087414333b2615e |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d175206c8190b119bb1a2d06462f |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d293523c8190aaa01c6c73c9afd5 |
completed | May 16, 2026, 8:24 p.m. |
Created at: April 16, 2026, 11:44 a.m.