Triple
T21164019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helmond |
E521510
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Helmond ’t Hout railway station
Helmond ’t Hout railway station is a local train station serving the ’t Hout district of Helmond in the Netherlands.
|
E1472953
|
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: Helmond ’t Hout railway station | Statement: [Helmond, hasRailwayStation, Helmond ’t Hout railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helmond ’t Hout railway station Context triple: [Helmond, hasRailwayStation, Helmond ’t Hout railway station]
-
A.
Helmond Brouwhuis railway station
Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
-
B.
Helmond railway station
Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
-
C.
Helmond Brandevoort railway station
Helmond Brandevoort railway station is a local train station in the Brandevoort district of Helmond in the Netherlands, serving regional commuter traffic.
-
D.
Heemstede-Aerdenhout railway station
Heemstede-Aerdenhout railway station is a Dutch train station serving the towns of Heemstede and Aerdenhout in the province of North Holland.
-
E.
Gorinchem railway station
Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
- 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: Helmond ’t Hout railway station Triple: [Helmond, hasRailwayStation, Helmond ’t Hout railway station]
Generated description
Helmond ’t Hout railway station is a local train station serving the ’t Hout district of Helmond in the Netherlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helmond ’t Hout railway station Target entity description: Helmond ’t Hout railway station is a local train station serving the ’t Hout district of Helmond in the Netherlands.
-
A.
Helmond Brouwhuis railway station
Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
-
B.
Helmond railway station
Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
-
C.
Helmond Brandevoort railway station
Helmond Brandevoort railway station is a local train station in the Brandevoort district of Helmond in the Netherlands, serving regional commuter traffic.
-
D.
Heemstede-Aerdenhout railway station
Heemstede-Aerdenhout railway station is a Dutch train station serving the towns of Heemstede and Aerdenhout in the province of North Holland.
-
E.
Gorinchem railway station
Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
- 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72533fe88819082e14d71c36140be |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0986da2cec819080a0ebf6d98f3918 |
completed | May 17, 2026, 9:14 a.m. |
| NEDg | Description generation | batch_6a09883271c08190aaf046130c9b2698 |
completed | May 17, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0988a7c9b081909688dba71dbce654 |
completed | May 17, 2026, 9:21 a.m. |
Created at: April 16, 2026, 2:59 p.m.