Triple
T14029826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heideveld |
E337556
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
Heideveld railway station
Heideveld railway station is a suburban rail stop in Cape Town, South Africa, serving the Heideveld area on the city’s commuter rail network.
|
E1074898
|
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: Heideveld railway station | Statement: [Heideveld, hasTransportLink, Heideveld railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heideveld railway station Context triple: [Heideveld, hasTransportLink, Heideveld railway station]
-
A.
Uithuizen railway station
Uithuizen railway station is a local train station in the village of Uithuizen in the province of Groningen, Netherlands, serving regional rail services.
-
B.
Driehuis railway station
Driehuis railway station is a local train station in the village of Driehuis in North Holland, Netherlands, serving regional rail traffic between Haarlem and Uitgeest.
-
C.
Emmen Zuid railway station
Emmen Zuid railway station is a regional train station serving the southern part of the town of Emmen in the province of Drenthe, Netherlands.
-
D.
Leven railway station
Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
-
E.
Vechta railway station
Vechta railway station is a regional train station in the town of Vechta in Lower Saxony, Germany, serving as a local transport hub for passenger rail services.
- 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: Heideveld railway station Triple: [Heideveld, hasTransportLink, Heideveld railway station]
Generated description
Heideveld railway station is a suburban rail stop in Cape Town, South Africa, serving the Heideveld area on the city’s commuter rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heideveld railway station Target entity description: Heideveld railway station is a suburban rail stop in Cape Town, South Africa, serving the Heideveld area on the city’s commuter rail network.
-
A.
Uithuizen railway station
Uithuizen railway station is a local train station in the village of Uithuizen in the province of Groningen, Netherlands, serving regional rail services.
-
B.
Driehuis railway station
Driehuis railway station is a local train station in the village of Driehuis in North Holland, Netherlands, serving regional rail traffic between Haarlem and Uitgeest.
-
C.
Emmen Zuid railway station
Emmen Zuid railway station is a regional train station serving the southern part of the town of Emmen in the province of Drenthe, Netherlands.
-
D.
Leven railway station
Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
-
E.
Vechta railway station
Vechta railway station is a regional train station in the town of Vechta in Lower Saxony, Germany, serving as a local transport hub for passenger rail services.
- 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_69d81c6543a48190bd5ba93d7419e797 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2fa9f8248190930954d609dee5f1 |
completed | April 14, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc335a474819084c310b10e0ded9a |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fbc51585608190817e9a80666b7740 |
completed | May 6, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbc57bf4188190aace2c976d842b43 |
completed | May 6, 2026, 10:49 p.m. |
Created at: April 9, 2026, 10:20 p.m.