Triple
T21668891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berchem-Sainte-Agathe |
E534792
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Berchem-Sainte-Agathe railway station
Berchem-Sainte-Agathe railway station is a local passenger rail stop in the Brussels-Capital Region of Belgium, serving the municipality of Berchem-Sainte-Agathe on the Belgian railway network.
|
E1495801
|
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: Berchem-Sainte-Agathe railway station | Statement: [Berchem-Sainte-Agathe, hasTransportConnection, Berchem-Sainte-Agathe railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berchem-Sainte-Agathe railway station Context triple: [Berchem-Sainte-Agathe, hasTransportConnection, Berchem-Sainte-Agathe railway station]
-
A.
Cleunay station
Cleunay station is a metro stop on the Rennes Metro system in Rennes, France, serving the Cleunay neighborhood.
-
B.
Herrmann-Debroux station
Herrmann-Debroux station is a Brussels Metro station located in the southeastern part of the city, serving the Auderghem municipality near major road junctions and park-and-ride facilities.
-
C.
Binche railway station
Binche railway station is a train station in the town of Binche, Belgium, serving as a local hub for regional rail services.
-
D.
Courcelles station
Courcelles station is a Paris Métro station serving the northwestern part of the city, near the Faubourg-du-Roule neighborhood in the 8th and 17th arrondissements.
-
E.
Le Cateau station
Le Cateau station is a railway station serving the town of Le Cateau-Cambrésis in northern France, providing regional rail connections within the Hauts-de-France 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: Berchem-Sainte-Agathe railway station Triple: [Berchem-Sainte-Agathe, hasTransportConnection, Berchem-Sainte-Agathe railway station]
Generated description
Berchem-Sainte-Agathe railway station is a local passenger rail stop in the Brussels-Capital Region of Belgium, serving the municipality of Berchem-Sainte-Agathe on the Belgian railway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berchem-Sainte-Agathe railway station Target entity description: Berchem-Sainte-Agathe railway station is a local passenger rail stop in the Brussels-Capital Region of Belgium, serving the municipality of Berchem-Sainte-Agathe on the Belgian railway network.
-
A.
Cleunay station
Cleunay station is a metro stop on the Rennes Metro system in Rennes, France, serving the Cleunay neighborhood.
-
B.
Herrmann-Debroux station
Herrmann-Debroux station is a Brussels Metro station located in the southeastern part of the city, serving the Auderghem municipality near major road junctions and park-and-ride facilities.
-
C.
Binche railway station
Binche railway station is a train station in the town of Binche, Belgium, serving as a local hub for regional rail services.
-
D.
Courcelles station
Courcelles station is a Paris Métro station serving the northwestern part of the city, near the Faubourg-du-Roule neighborhood in the 8th and 17th arrondissements.
-
E.
Le Cateau station
Le Cateau station is a railway station serving the town of Le Cateau-Cambrésis in northern France, providing regional rail connections within the Hauts-de-France 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_69e0c46898008190aa618a4af55bd1ee |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef6c0e008c8190a549d275b1c98e0b |
completed | April 27, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a15a57e2081909dae14d826f0f9a9 |
completed | May 17, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_6a0a16ac5ee881909ede61c149be61fa |
completed | May 17, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a17d9a48881908d9858e40d41674c |
completed | May 17, 2026, 7:32 p.m. |
Created at: April 16, 2026, 6:37 p.m.