Triple
T17023946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TGV services |
E413016
|
entity |
| Predicate | majorHub |
P2958
|
FINISHED |
| Object |
Bordeaux Saint-Jean
Bordeaux Saint-Jean is the main railway station in Bordeaux, France, serving as a key high-speed TGV hub connecting the city with major destinations across the country and beyond.
|
E1248936
|
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: Bordeaux Saint-Jean | Statement: [TGV services, majorHub, Bordeaux Saint-Jean]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bordeaux Saint-Jean Context triple: [TGV services, majorHub, Bordeaux Saint-Jean]
-
A.
Bordeaux-Lac district
The Bordeaux-Lac district is a modern northern area of Bordeaux, France, known for its artificial lake, shopping and business zones, and major sports and events facilities.
-
B.
Dordogne
Dordogne is a major river in southwestern France known for flowing through the Dordogne valley, a region famed for its picturesque landscapes, historic towns, and prehistoric cave art.
-
C.
Angoulême region
The Angoulême region is a historic area in southwestern France centered on the city of Angoulême, known for its medieval heritage and cultural significance.
-
D.
Gironde
Gironde is a department in southwestern France that encompasses much of the Bordeaux wine region, including renowned appellations such as Graves.
-
E.
Cahors region
The Cahors region is a renowned wine-producing area in southwestern France, historically famous for its robust, dark red wines primarily made from Malbec.
- 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: Bordeaux Saint-Jean Triple: [TGV services, majorHub, Bordeaux Saint-Jean]
Generated description
Bordeaux Saint-Jean is the main railway station in Bordeaux, France, serving as a key high-speed TGV hub connecting the city with major destinations across the country and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bordeaux Saint-Jean Target entity description: Bordeaux Saint-Jean is the main railway station in Bordeaux, France, serving as a key high-speed TGV hub connecting the city with major destinations across the country and beyond.
-
A.
Bordeaux-Lac district
The Bordeaux-Lac district is a modern northern area of Bordeaux, France, known for its artificial lake, shopping and business zones, and major sports and events facilities.
-
B.
Dordogne
Dordogne is a major river in southwestern France known for flowing through the Dordogne valley, a region famed for its picturesque landscapes, historic towns, and prehistoric cave art.
-
C.
Angoulême region
The Angoulême region is a historic area in southwestern France centered on the city of Angoulême, known for its medieval heritage and cultural significance.
-
D.
Gironde
Gironde is a department in southwestern France that encompasses much of the Bordeaux wine region, including renowned appellations such as Graves.
-
E.
Cahors region
The Cahors region is a renowned wine-producing area in southwestern France, historically famous for its robust, dark red wines primarily made from Malbec.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d2abbc81908943becf5f539fc6 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012ed0b78481909a11c1529db6c1cd |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012f9339d88190a8976240f5b2a8d8 |
completed | May 11, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01301a4fbc8190bbd5b5b9bad814d3 |
completed | May 11, 2026, 1:25 a.m. |
Created at: April 10, 2026, 5:33 a.m.