Triple
T8719869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Express Régional |
E206983
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
TER Occitanie
TER Occitanie is a regional rail network serving the Occitanie region of southern France, operated under the national TER system.
|
E754106
|
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: TER Occitanie | Statement: [Transport Express Régional, hasPart, TER Occitanie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TER Occitanie Context triple: [Transport Express Régional, hasPart, TER Occitanie]
-
A.
TER Provence-Alpes-Côte d’Azur
TER Provence-Alpes-Côte d’Azur is a regional rail network in southeastern France that provides passenger train services across the Provence-Alpes-Côte d’Azur region, connecting major cities, towns, and coastal destinations.
-
B.
Toulon Provence Méditerranée metropolitan area
Toulon Provence Méditerranée metropolitan area is an intercommunal urban agglomeration in southeastern France centered on the city of Toulon along the Mediterranean coast.
-
C.
TER Nouvelle-Aquitaine
TER Nouvelle-Aquitaine is the regional rail network operated by SNCF that serves towns and cities across the Nouvelle-Aquitaine region in southwestern France.
-
D.
Occitanie
Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
-
E.
Perpignan Méditerranée Métropole
Perpignan Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Perpignan in southern France, coordinating regional planning, transport, and development for its member communes.
- 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: TER Occitanie Triple: [Transport Express Régional, hasPart, TER Occitanie]
Generated description
TER Occitanie is a regional rail network serving the Occitanie region of southern France, operated under the national TER system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TER Occitanie Target entity description: TER Occitanie is a regional rail network serving the Occitanie region of southern France, operated under the national TER system.
-
A.
TER Provence-Alpes-Côte d’Azur
TER Provence-Alpes-Côte d’Azur is a regional rail network in southeastern France that provides passenger train services across the Provence-Alpes-Côte d’Azur region, connecting major cities, towns, and coastal destinations.
-
B.
Toulon Provence Méditerranée metropolitan area
Toulon Provence Méditerranée metropolitan area is an intercommunal urban agglomeration in southeastern France centered on the city of Toulon along the Mediterranean coast.
-
C.
TER Nouvelle-Aquitaine
TER Nouvelle-Aquitaine is the regional rail network operated by SNCF that serves towns and cities across the Nouvelle-Aquitaine region in southwestern France.
-
D.
Occitanie
Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
-
E.
Perpignan Méditerranée Métropole
Perpignan Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Perpignan in southern France, coordinating regional planning, transport, and development for its member communes.
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d02a52c81909f93622ae6920b80 |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf28f599a481908e93bc5b5c41296e |
completed | April 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69cf2bd222b08190907ba7e98991996e |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2fcb5e7c819086b441d1ef4fc368 |
completed | April 3, 2026, 3:11 a.m. |
Created at: March 30, 2026, 6:36 p.m.