Triple
T15480469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grahamstown |
E376901
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Makana Local Municipality
Makana Local Municipality is a local government area in South Africa’s Eastern Cape Province that includes the historic university town of Grahamstown (Makhanda) and its surrounding settlements.
|
E1207679
|
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: Makana Local Municipality | Statement: [Grahamstown, locatedIn, Makana Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makana Local Municipality Context triple: [Grahamstown, locatedIn, Makana Local Municipality]
-
A.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Matzikama Local Municipality
Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
-
D.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
E.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
- 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: Makana Local Municipality Triple: [Grahamstown, locatedIn, Makana Local Municipality]
Generated description
Makana Local Municipality is a local government area in South Africa’s Eastern Cape Province that includes the historic university town of Grahamstown (Makhanda) and its surrounding settlements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makana Local Municipality Target entity description: Makana Local Municipality is a local government area in South Africa’s Eastern Cape Province that includes the historic university town of Grahamstown (Makhanda) and its surrounding settlements.
-
A.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Matzikama Local Municipality
Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
-
D.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
E.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
- 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_69d85cd21dcc81908646251b1c26ea00 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f8cb4388190a3b4c92c3bb4ad4f |
completed | April 16, 2026, 1:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025e9b00c81908cb5f305c894363f |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0029d7f4988190884ec34f55338b28 |
completed | May 10, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002a4753608190b0d31a1913b2ba2c |
completed | May 10, 2026, 6:48 a.m. |
Created at: April 10, 2026, 3:34 a.m.