Triple
T18622449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marmande station |
E455188
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
TER Nouvelle-Aquitaine network
The TER Nouvelle-Aquitaine network is a regional rail system in southwestern France that provides local and intercity train services across the Nouvelle-Aquitaine region.
|
E1334866
|
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 Nouvelle-Aquitaine network | Statement: [Marmande station, partOf, TER Nouvelle-Aquitaine network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TER Nouvelle-Aquitaine network Context triple: [Marmande station, partOf, TER Nouvelle-Aquitaine network]
-
A.
Nantes TER rail network
The Nantes TER rail network is a regional train system in and around Nantes, France, providing commuter and regional rail services that connect the city with surrounding towns and suburbs.
-
B.
TER Auvergne-Rhône-Alpes fare network
The TER Auvergne-Rhône-Alpes fare network is the regional ticketing and pricing system for local and regional trains across the Auvergne-Rhône-Alpes region in France.
-
C.
Hauts-de-France regional rail network
The Hauts-de-France regional rail network is a French regional passenger rail system serving the Hauts-de-France region by connecting its cities, towns, and rural areas.
-
D.
Provence-Alpes-Côte d'Azur regional rail network
The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
-
E.
Île-de-France rail network
The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
- 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 Nouvelle-Aquitaine network Triple: [Marmande station, partOf, TER Nouvelle-Aquitaine network]
Generated description
The TER Nouvelle-Aquitaine network is a regional rail system in southwestern France that provides local and intercity train services across the Nouvelle-Aquitaine region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TER Nouvelle-Aquitaine network Target entity description: The TER Nouvelle-Aquitaine network is a regional rail system in southwestern France that provides local and intercity train services across the Nouvelle-Aquitaine region.
-
A.
Nantes TER rail network
The Nantes TER rail network is a regional train system in and around Nantes, France, providing commuter and regional rail services that connect the city with surrounding towns and suburbs.
-
B.
TER Auvergne-Rhône-Alpes fare network
The TER Auvergne-Rhône-Alpes fare network is the regional ticketing and pricing system for local and regional trains across the Auvergne-Rhône-Alpes region in France.
-
C.
Hauts-de-France regional rail network
The Hauts-de-France regional rail network is a French regional passenger rail system serving the Hauts-de-France region by connecting its cities, towns, and rural areas.
-
D.
Provence-Alpes-Côte d'Azur regional rail network
The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
-
E.
Île-de-France rail network
The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f020fa08190bd78d72182496b19 |
completed | April 19, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d765bb081908aab41aa6bb97fe4 |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a050f6306ac8190aa4d72627345cf55 |
completed | May 13, 2026, 11:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a050ff68a7c8190bf82d00370f4b1d4 |
completed | May 13, 2026, 11:57 p.m. |
Created at: April 10, 2026, 11:46 a.m.