Triple
T15592742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bar-le-Duc |
E374784
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Bar-le-Duc railway station
Bar-le-Duc railway station is a regional rail hub in northeastern France that serves the town of Bar-le-Duc with passenger train connections to other French cities.
|
E1165417
|
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: Bar-le-Duc railway station | Statement: [Bar-le-Duc, hasTransport, Bar-le-Duc railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bar-le-Duc railway station Context triple: [Bar-le-Duc, hasTransport, Bar-le-Duc railway station]
-
A.
Lunéville railway station
Lunéville railway station is a regional train station in northeastern France that serves the town of Lunéville and connects it to major cities in the Grand Est region.
-
B.
Thionville railway station
Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
-
C.
Dijon-Ville railway station
Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
-
D.
Gare de Bitche
Gare de Bitche is the main railway station serving the town of Bitche in northeastern France, providing regional train connections for local passengers.
-
E.
Metz railway station
Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
- 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: Bar-le-Duc railway station Triple: [Bar-le-Duc, hasTransport, Bar-le-Duc railway station]
Generated description
Bar-le-Duc railway station is a regional rail hub in northeastern France that serves the town of Bar-le-Duc with passenger train connections to other French cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bar-le-Duc railway station Target entity description: Bar-le-Duc railway station is a regional rail hub in northeastern France that serves the town of Bar-le-Duc with passenger train connections to other French cities.
-
A.
Lunéville railway station
Lunéville railway station is a regional train station in northeastern France that serves the town of Lunéville and connects it to major cities in the Grand Est region.
-
B.
Thionville railway station
Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
-
C.
Dijon-Ville railway station
Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
-
D.
Gare de Bitche
Gare de Bitche is the main railway station serving the town of Bitche in northeastern France, providing regional train connections for local passengers.
-
E.
Metz railway station
Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e5e43d48190a8fd367f13f1c7e1 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c55fa248190b114a5b63560f87b |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff50020d748190be36f3c08df43e40 |
completed | May 9, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff50a349688190ab7a18fa4460d86e |
completed | May 9, 2026, 3:20 p.m. |
Created at: April 10, 2026, 4:12 a.m.