Triple
T22064035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Public Enterprises of South Africa |
E545222
|
entity |
| Predicate | heads |
P652
|
FINISHED |
| Object | Department of Public Enterprises |
—
|
NE NERFINISHED |
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: Department of Public Enterprises | Statement: [Minister of Public Enterprises of South Africa, heads, Department of Public Enterprises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Public Enterprises Context triple: [Minister of Public Enterprises of South Africa, heads, Department of Public Enterprises]
-
A.
Department of Public Enterprises of South Africa
chosen
The Department of Public Enterprises of South Africa is a government ministry responsible for overseeing and managing the country’s major state-owned companies and strategic public assets.
-
B.
Ministry of SOEs
The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
-
C.
Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
-
D.
Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
-
E.
Department of Public Works and Infrastructure (South Africa)
The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.