Triple
T22193149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane Local Municipality |
E548480
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Fetakgomo Tubatse Local Municipality
Fetakgomo Tubatse Local Municipality is a local government area in Limpopo Province, South Africa, known for its mining activities and rural settlements within the Sekhukhune District.
|
E1531571
|
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: Fetakgomo Tubatse Local Municipality | Statement: [Polokwane Local Municipality, borderedBy, Fetakgomo Tubatse Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fetakgomo Tubatse Local Municipality Context triple: [Polokwane Local Municipality, borderedBy, Fetakgomo Tubatse Local Municipality]
-
A.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
B.
Tswelopele Local Municipality
Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
-
C.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
D.
Matjhabeng Local Municipality
Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
-
E.
Umsobomvu Local Municipality
Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
- 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: Fetakgomo Tubatse Local Municipality Triple: [Polokwane Local Municipality, borderedBy, Fetakgomo Tubatse Local Municipality]
Generated description
Fetakgomo Tubatse Local Municipality is a local government area in Limpopo Province, South Africa, known for its mining activities and rural settlements within the Sekhukhune District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fetakgomo Tubatse Local Municipality Target entity description: Fetakgomo Tubatse Local Municipality is a local government area in Limpopo Province, South Africa, known for its mining activities and rural settlements within the Sekhukhune District.
-
A.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
B.
Tswelopele Local Municipality
Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
-
C.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
D.
Matjhabeng Local Municipality
Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
-
E.
Umsobomvu Local Municipality
Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
- 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae552908190b38c3d765bcfb68a |
completed | April 28, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ad507d7608190bd8e66d1136d4b7a |
completed | May 18, 2026, 8:59 a.m. |
| NEDg | Description generation | batch_6a0ad991a1e48190ad240a20694223fc |
completed | May 18, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ada2a61b881908a636b2d1d6e4509 |
completed | May 18, 2026, 9:21 a.m. |
Created at: April 16, 2026, 8:35 p.m.