Triple
T22109932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Cooperative Governance and Traditional Affairs of South Africa |
E546385
|
entity |
| Predicate | portfolioAbbreviation |
P45635
|
FINISHED |
| Object | COGTA |
—
|
NE NERFINISHED |
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: COGTA | Statement: [Minister of Cooperative Governance and Traditional Affairs of South Africa, portfolioAbbreviation, COGTA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: COGTA Context triple: [Minister of Cooperative Governance and Traditional Affairs of South Africa, portfolioAbbreviation, COGTA]
-
A.
Kogula
Kogula is a small village located in the former Kaarma municipality on the island of Saaremaa in western Estonia.
-
B.
Cooinda
Cooinda is a small tourist settlement in Kakadu National Park in Australia's Northern Territory, serving as a base for exploring the nearby Yellow Water wetlands.
-
C.
C'gan
C'gan is a dragonrider character from Anne McCaffrey's Dragonriders of Pern series, appearing in the novel "All the Weyrs of Pern."
-
D.
Chogoria
Chogoria is a town in Kenya that serves as a popular gateway and access point for climbers and trekkers heading to Mount Kenya, particularly via the Chogoria route to Point Lenana.
-
E.
Tatoga
Tatoga are a Nilotic-speaking pastoralist ethnic group primarily inhabiting north-central Tanzania, known for their traditional herding lifestyle and distinctive cultural practices.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: COGTA Target entity description: COGTA is the South African government portfolio responsible for overseeing cooperative governance, local government, and traditional affairs.
-
A.
Kogula
Kogula is a small village located in the former Kaarma municipality on the island of Saaremaa in western Estonia.
-
B.
Cooinda
Cooinda is a small tourist settlement in Kakadu National Park in Australia's Northern Territory, serving as a base for exploring the nearby Yellow Water wetlands.
-
C.
C'gan
C'gan is a dragonrider character from Anne McCaffrey's Dragonriders of Pern series, appearing in the novel "All the Weyrs of Pern."
-
D.
Chogoria
Chogoria is a town in Kenya that serves as a popular gateway and access point for climbers and trekkers heading to Mount Kenya, particularly via the Chogoria route to Point Lenana.
-
E.
Tatoga
Tatoga are a Nilotic-speaking pastoralist ethnic group primarily inhabiting north-central Tanzania, known for their traditional herding lifestyle and distinctive cultural practices.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: portfolioAbbreviation Context triple: [Minister of Cooperative Governance and Traditional Affairs of South Africa, portfolioAbbreviation, COGTA]
-
A.
portfolioWithin
Indicates that one portfolio is contained within, or is a subset of, another portfolio.
-
B.
marketPortfolioProxy
Indicates that one entity serves as a proxy or representative approximation of the overall market portfolio for another entity or context.
-
C.
folio
Indicates that one entity is a specific page, leaf, or numbered side within a larger bound or paginated document associated with another entity.
-
D.
portfolioHolderTitle
Indicates the formal title or designation held by the person or entity that owns or manages the portfolio.
-
E.
ownerAbbreviation
chosen
Indicates that one entity is an abbreviated or shortened form of the name or designation of another entity that owns or is primarily associated with it.
- F. None of above.
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_69e11e378dc08190896d6a51597afd5a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12948c2ec819083340787b2062649 |
completed | April 28, 2026, 9:40 p.m. |
| PD | Predicate disambiguation | batch_69e71b2ed7348190b6fa2e52f54393fb |
completed | April 21, 2026, 6:37 a.m. |
Created at: April 16, 2026, 8:30 p.m.