Triple
T13480495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Cape provincial government departments |
E318358
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Eastern Cape Department of Human Settlements
The Eastern Cape Department of Human Settlements is a provincial government body in South Africa responsible for planning, developing, and managing housing and human settlement projects within the Eastern Cape.
|
E1042460
|
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: Eastern Cape Department of Human Settlements | Statement: [Eastern Cape provincial government departments, hasDepartment, Eastern Cape Department of Human Settlements]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Cape Department of Human Settlements Context triple: [Eastern Cape provincial government departments, hasDepartment, Eastern Cape Department of Human Settlements]
-
A.
Gauteng Department of Human Settlements
The Gauteng Department of Human Settlements is a provincial government body responsible for planning, developing, and managing housing and sustainable human settlements within South Africa’s Gauteng province.
-
B.
Government of the Eastern Cape
The Government of the Eastern Cape is the provincial authority responsible for governing South Africa’s Eastern Cape province, overseeing its administration, public services, and development.
-
C.
Northern Cape Provincial Government
The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
-
D.
Department of Human Settlements (South Africa)
The Department of Human Settlements (South Africa) is a national government department responsible for developing and implementing policies and programs to provide adequate housing and sustainable human settlements across the country.
-
E.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
- 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: Eastern Cape Department of Human Settlements Triple: [Eastern Cape provincial government departments, hasDepartment, Eastern Cape Department of Human Settlements]
Generated description
The Eastern Cape Department of Human Settlements is a provincial government body in South Africa responsible for planning, developing, and managing housing and human settlement projects within the Eastern Cape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eastern Cape Department of Human Settlements Target entity description: The Eastern Cape Department of Human Settlements is a provincial government body in South Africa responsible for planning, developing, and managing housing and human settlement projects within the Eastern Cape.
-
A.
Gauteng Department of Human Settlements
The Gauteng Department of Human Settlements is a provincial government body responsible for planning, developing, and managing housing and sustainable human settlements within South Africa’s Gauteng province.
-
B.
Government of the Eastern Cape
chosen
The Government of the Eastern Cape is the provincial authority responsible for governing South Africa’s Eastern Cape province, overseeing its administration, public services, and development.
-
C.
Northern Cape Provincial Government
The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
-
D.
Department of Human Settlements (South Africa)
The Department of Human Settlements (South Africa) is a national government department responsible for developing and implementing policies and programs to provide adequate housing and sustainable human settlements across the country.
-
E.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
- F. None of above.
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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf36c6b08190ba99400600e0b662 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75481b6f48190b6cd6cef3e8dee20 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f758b29cd4819093cecff5cfefc98f |
completed | May 3, 2026, 2:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7593d74cc819099c5d39ae09c3f70 |
completed | May 3, 2026, 2:18 p.m. |
Created at: April 9, 2026, 9:42 p.m.