Triple
T9121470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pietermaritzburg City Hall |
E218859
|
entity |
| Predicate | ownedBy |
P347
|
FINISHED |
| Object |
municipality of Pietermaritzburg
The municipality of Pietermaritzburg is the local government authority responsible for administering the South African city of Pietermaritzburg and its surrounding areas, including public services, infrastructure, and civic facilities.
|
E779557
|
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: municipality of Pietermaritzburg | Statement: [Pietermaritzburg City Hall, ownedBy, municipality of Pietermaritzburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipality of Pietermaritzburg Context triple: [Pietermaritzburg City Hall, ownedBy, municipality of Pietermaritzburg]
-
A.
Mark Municipality
Mark Municipality is a local government area in Västra Götaland County in western Sweden, known for its textile industry heritage and small-town communities.
-
B.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Zululand District Municipality
Zululand District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing largely rural areas that were historically part of the Zulu Kingdom.
-
E.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
- 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: municipality of Pietermaritzburg Triple: [Pietermaritzburg City Hall, ownedBy, municipality of Pietermaritzburg]
Generated description
The municipality of Pietermaritzburg is the local government authority responsible for administering the South African city of Pietermaritzburg and its surrounding areas, including public services, infrastructure, and civic facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipality of Pietermaritzburg Target entity description: The municipality of Pietermaritzburg is the local government authority responsible for administering the South African city of Pietermaritzburg and its surrounding areas, including public services, infrastructure, and civic facilities.
-
A.
Mark Municipality
Mark Municipality is a local government area in Västra Götaland County in western Sweden, known for its textile industry heritage and small-town communities.
-
B.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Zululand District Municipality
Zululand District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing largely rural areas that were historically part of the Zulu Kingdom.
-
E.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b32ba88190b2b4406c7b905cca |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:17 p.m.