Triple
T18605494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zeerust |
E454732
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Ramotshere Moiloa Local Municipality
Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
|
E1336587
|
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: Ramotshere Moiloa Local Municipality | Statement: [Zeerust, locatedIn, Ramotshere Moiloa Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramotshere Moiloa Local Municipality Context triple: [Zeerust, locatedIn, Ramotshere Moiloa Local Municipality]
-
A.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
-
B.
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.
-
C.
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.
-
D.
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.
-
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: Ramotshere Moiloa Local Municipality Triple: [Zeerust, locatedIn, Ramotshere Moiloa Local Municipality]
Generated description
Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramotshere Moiloa Local Municipality Target entity description: Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
-
A.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
-
B.
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.
-
C.
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.
-
D.
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.
-
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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e547544a248190a3465e22dfb29305 |
completed | April 19, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05170f76188190912e8f79bd110b09 |
completed | May 14, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_6a05192a654481908235ea8e16150c9b |
completed | May 14, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05199a9abc8190baba3e1ba422fd03 |
completed | May 14, 2026, 12:38 a.m. |
Created at: April 10, 2026, 11:45 a.m.