Triple
T16340728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ncandu River |
E396793
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Newcastle, KwaZulu-Natal
Newcastle, KwaZulu-Natal is an industrial and commercial town in northern KwaZulu-Natal, South Africa, known for its coal mining, steel production, and role as a regional economic hub.
|
E1206622
|
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: Newcastle, KwaZulu-Natal | Statement: [Ncandu River, flowsThrough, Newcastle, KwaZulu-Natal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newcastle, KwaZulu-Natal Context triple: [Ncandu River, flowsThrough, Newcastle, KwaZulu-Natal]
-
A.
Ladysmith, KwaZulu-Natal
Ladysmith, KwaZulu-Natal is a historic town in South Africa known for its role in the Anglo-Boer War and as a regional commercial and transport hub.
-
B.
Verulam, KwaZulu-Natal
Verulam, KwaZulu-Natal is a town in South Africa’s KwaZulu-Natal province, located north of Durban and known for its diverse community and sugarcane farming.
-
C.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
-
D.
Prince Albert, Western Cape
Prince Albert, Western Cape is a small historic town in South Africa’s Karoo region, known for its well-preserved Cape Dutch architecture, olive and fruit farming, and proximity to the Swartberg Pass.
-
E.
Mahlabathini, Natal, South Africa
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
- 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: Newcastle, KwaZulu-Natal Triple: [Ncandu River, flowsThrough, Newcastle, KwaZulu-Natal]
Generated description
Newcastle, KwaZulu-Natal is an industrial and commercial town in northern KwaZulu-Natal, South Africa, known for its coal mining, steel production, and role as a regional economic hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newcastle, KwaZulu-Natal Target entity description: Newcastle, KwaZulu-Natal is an industrial and commercial town in northern KwaZulu-Natal, South Africa, known for its coal mining, steel production, and role as a regional economic hub.
-
A.
Ladysmith, KwaZulu-Natal
Ladysmith, KwaZulu-Natal is a historic town in South Africa known for its role in the Anglo-Boer War and as a regional commercial and transport hub.
-
B.
Verulam, KwaZulu-Natal
Verulam, KwaZulu-Natal is a town in South Africa’s KwaZulu-Natal province, located north of Durban and known for its diverse community and sugarcane farming.
-
C.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
-
D.
Prince Albert, Western Cape
Prince Albert, Western Cape is a small historic town in South Africa’s Karoo region, known for its well-preserved Cape Dutch architecture, olive and fruit farming, and proximity to the Swartberg Pass.
-
E.
Mahlabathini, Natal, South Africa
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da09dcf48190b6fdd14b1812c56a |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261cf0648190b4dd5ff79de7e315 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0026c9b5c481908f60d2ebfb3f71d7 |
completed | May 10, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00273dd8fc8190b84b8a96442781ee |
completed | May 10, 2026, 6:35 a.m. |
Created at: April 10, 2026, 5:07 a.m.