Triple
T12866423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs |
E307729
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | national Department of Human Settlements |
E992754
|
NE FINISHED |
How this triple was built (2 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: national Department of Human Settlements | Statement: [Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs, worksWith, national Department of Human Settlements]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: national Department of Human Settlements Context triple: [Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs, worksWith, national Department of Human Settlements]
-
A.
Department of Human Settlements (South Africa)
chosen
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.
-
B.
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.
-
C.
Minister of Human Settlements of South Africa
The Minister of Human Settlements of South Africa is the cabinet official responsible for national housing policy, urban development, and the creation of sustainable human settlements across the country.
-
D.
Department of Cooperative Governance and Traditional Affairs (South Africa)
The Department of Cooperative Governance and Traditional Affairs (South Africa) is a national government department responsible for overseeing local government, promoting cooperative governance across spheres of the state, and supporting traditional leadership institutions.
-
E.
Gauteng Department of Social Development
The Gauteng Department of Social Development is a provincial government department in South Africa responsible for social welfare services, community development, and support for vulnerable groups within the Gauteng province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9708e0b788190b72a3057e271c227 |
completed | April 10, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bb092b88190b159f1d79156cf86 |
completed | May 3, 2026, 12:49 a.m. |
Created at: April 9, 2026, 5:38 p.m.