Triple
T6472598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopani District Municipality |
E145990
|
entity |
| Predicate | containsLocalMunicipality |
P47323
|
FINISHED |
| Object |
Greater Tzaneen Local Municipality
Greater Tzaneen Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Tzaneen and known for its extensive agricultural activities and subtropical climate.
|
E624596
|
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: Greater Tzaneen Local Municipality | Statement: [Mopani District Municipality, containsLocalMunicipality, Greater Tzaneen Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Tzaneen Local Municipality Context triple: [Mopani District Municipality, containsLocalMunicipality, Greater Tzaneen Local Municipality]
-
A.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
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.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
E.
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.
- 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: Greater Tzaneen Local Municipality Triple: [Mopani District Municipality, containsLocalMunicipality, Greater Tzaneen Local Municipality]
Generated description
Greater Tzaneen Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Tzaneen and known for its extensive agricultural activities and subtropical climate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Tzaneen Local Municipality Target entity description: Greater Tzaneen Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Tzaneen and known for its extensive agricultural activities and subtropical climate.
-
A.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
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.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
E.
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.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a3188488190a1b7452ede91ba5e |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742245d10819087861d62c89cc9b0 |
completed | March 28, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69c7430c5cf88190a0033e3f0568e250 |
completed | March 28, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7437a7a6c8190a13053cd35719fed |
completed | March 28, 2026, 2:56 a.m. |
Created at: March 22, 2026, 4:50 p.m.