Triple
T14434563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Kgatleng District Council
Kgatleng District Council is the local government authority responsible for administering public services, development planning, and municipal affairs within Botswana’s Kgatleng District.
|
E908349
|
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: Kgatleng District Council | Statement: [Kgatleng District, governingBody, Kgatleng District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kgatleng District Council Context triple: [Kgatleng District, governingBody, Kgatleng District Council]
-
A.
Kweneng District Council
Kweneng District Council is the local government authority responsible for administering and providing municipal services within Botswana’s Kweneng District.
-
B.
Kgatleng District
Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
-
C.
Joe Gqabi District Municipality
Joe Gqabi District Municipality is a local government district in South Africa’s Eastern Cape province, known for its largely rural character and administrative center in the town of Aliwal North.
-
D.
Boland District Municipality
Boland District Municipality was the former name of the Cape Winelands District Municipality, a local government area in South Africa’s Western Cape province known for its wine-producing regions.
-
E.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
- 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: Kgatleng District Council Triple: [Kgatleng District, governingBody, Kgatleng District Council]
Generated description
Kgatleng District Council is the local government authority responsible for administering public services, development planning, and municipal affairs within Botswana’s Kgatleng District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kgatleng District Council Target entity description: Kgatleng District Council is the local government authority responsible for administering public services, development planning, and municipal affairs within Botswana’s Kgatleng District.
-
A.
Kweneng District Council
Kweneng District Council is the local government authority responsible for administering and providing municipal services within Botswana’s Kweneng District.
-
B.
Kgatleng District
chosen
Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
-
C.
Joe Gqabi District Municipality
Joe Gqabi District Municipality is a local government district in South Africa’s Eastern Cape province, known for its largely rural character and administrative center in the town of Aliwal North.
-
D.
Boland District Municipality
Boland District Municipality was the former name of the Cape Winelands District Municipality, a local government area in South Africa’s Western Cape province known for its wine-producing regions.
-
E.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
- F. None of above.
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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91471a648190adb7b283a6a85c3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bd5b1d08190a89e6f004a94b361 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5ca8e36c8190873d0e2a82f62623 |
completed | May 8, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5d46d974819085a43c51b414ff9a |
completed | May 8, 2026, 3:49 a.m. |
Created at: April 10, 2026, 1:18 a.m.