Triple
T7323436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halle, Belgium |
E168808
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Halle railway station
Halle railway station is a key regional train station in the Belgian city of Halle, providing passenger rail connections to Brussels and other major destinations.
|
E657007
|
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: Halle railway station | Statement: [Halle, Belgium, hasTransport, Halle railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halle railway station Context triple: [Halle, Belgium, hasTransport, Halle railway station]
-
A.
Halle (Saale) Hauptbahnhof
Halle (Saale) Hauptbahnhof is the main railway station and central transportation hub of the city of Halle (Saale) in Saxony-Anhalt, Germany.
-
B.
Thale Hauptbahnhof
Thale Hauptbahnhof is the main railway station serving the town of Thale in Saxony-Anhalt, Germany, providing regional rail connections to the surrounding Harz region.
-
C.
Quedlinburg station
Quedlinburg station is the main railway station serving the historic town of Quedlinburg in Saxony-Anhalt, Germany, providing regional rail connections to the surrounding area.
-
D.
Westkreuz station
Westkreuz station is a major Berlin S-Bahn interchange in the west of the city, serving as a key junction for multiple suburban rail lines.
-
E.
Hever railway station
Hever railway station is a small rural train stop in Kent, England, serving the village of Hever and its surrounding 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: Halle railway station Triple: [Halle, Belgium, hasTransport, Halle railway station]
Generated description
Halle railway station is a key regional train station in the Belgian city of Halle, providing passenger rail connections to Brussels and other major destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halle railway station Target entity description: Halle railway station is a key regional train station in the Belgian city of Halle, providing passenger rail connections to Brussels and other major destinations.
-
A.
Halle (Saale) Hauptbahnhof
Halle (Saale) Hauptbahnhof is the main railway station and central transportation hub of the city of Halle (Saale) in Saxony-Anhalt, Germany.
-
B.
Thale Hauptbahnhof
Thale Hauptbahnhof is the main railway station serving the town of Thale in Saxony-Anhalt, Germany, providing regional rail connections to the surrounding Harz region.
-
C.
Quedlinburg station
Quedlinburg station is the main railway station serving the historic town of Quedlinburg in Saxony-Anhalt, Germany, providing regional rail connections to the surrounding area.
-
D.
Westkreuz station
Westkreuz station is a major Berlin S-Bahn interchange in the west of the city, serving as a key junction for multiple suburban rail lines.
-
E.
Hever railway station
Hever railway station is a small rural train stop in Kent, England, serving the village of Hever and its surrounding 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_69c68a54cacc81908e3b773441f19566 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f046b93c8190a80dd48ee409ec5d |
completed | March 27, 2026, 9:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ef0609dc81909f298d3963fc88af |
completed | March 28, 2026, 3:08 p.m. |
| NEDg | Description generation | batch_69c7efbe72c88190b3523c05224d13b3 |
completed | March 28, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7f053d2108190a0f5e3b1a3516171 |
completed | March 28, 2026, 3:14 p.m. |
Created at: March 27, 2026, 3:03 p.m.