Triple
T6472596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopani District Municipality |
E145990
|
entity |
| Predicate | containsLocalMunicipality |
P47323
|
FINISHED |
| Object |
Greater Giyani Local Municipality
Greater Giyani Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Giyani and responsible for providing municipal services and administration to its surrounding communities.
|
E596578
|
NE FINISHED |
How this triple was built (5 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 Giyani Local Municipality | Statement: [Mopani District Municipality, containsLocalMunicipality, Greater Giyani Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Giyani Local Municipality Context triple: [Mopani District Municipality, containsLocalMunicipality, Greater Giyani Local Municipality]
-
A.
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.
-
B.
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.
-
C.
George Local Municipality
George Local Municipality is a local government area in the Western Cape province of South Africa, centered on the town of George and responsible for providing municipal services and governance to the surrounding region.
-
D.
Langeberg Local Municipality
Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
-
E.
Tokologo Local Municipality
Tokologo Local Municipality is a local government area in South Africa’s Free State province that administers several small rural towns and farming communities, including Hertzogville.
- 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 Giyani Local Municipality Triple: [Mopani District Municipality, containsLocalMunicipality, Greater Giyani Local Municipality]
Generated description
Greater Giyani Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Giyani and responsible for providing municipal services and administration to its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Giyani Local Municipality Target entity description: Greater Giyani Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Giyani and responsible for providing municipal services and administration to its surrounding communities.
-
A.
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.
-
B.
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.
-
C.
George Local Municipality
George Local Municipality is a local government area in the Western Cape province of South Africa, centered on the town of George and responsible for providing municipal services and governance to the surrounding region.
-
D.
Langeberg Local Municipality
Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
-
E.
Tokologo Local Municipality
Tokologo Local Municipality is a local government area in South Africa’s Free State province that administers several small rural towns and farming communities, including Hertzogville.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsLocalMunicipality Context triple: [Mopani District Municipality, containsLocalMunicipality, Greater Giyani Local Municipality]
-
A.
isInMunicipality
Indicates that one entity (typically a place or address) is located within the administrative boundaries of a specific municipality.
-
B.
isMunicipalHomeOf
Indicates that a municipality serves as the official home base or hosting location for a particular entity or organization.
-
C.
containsDistrictMunicipality
Indicates that an administrative region includes one or more district municipalities within its boundaries.
-
D.
hasNameInMunicipality
Indicates that an entity is known by a particular name within the context or jurisdiction of a specific municipality.
-
E.
hasMemberMunicipality
chosen
Indicates that an administrative region or governing body includes a specific municipality as one of its constituent members.
- F. None of above.
Provenance (6 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_69c6539fe1e08190ae0004ed2113e319 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6564a79b08190818ecd149aa34698 |
completed | March 27, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6570477348190bdc1f0b2eb781c84 |
completed | March 27, 2026, 10:08 a.m. |
| PD | Predicate disambiguation | batch_69c0673d46a08190bc8bcd29f9555fe7 |
completed | March 22, 2026, 10:03 p.m. |
Created at: March 22, 2026, 4:50 p.m.