Triple
T23253278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DC34 |
E581793
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Vhembe District
Vhembe District is a largely rural district municipality in the northern part of Limpopo Province, South Africa, known for its rich Venda culture, agricultural activities, and proximity to the Zimbabwe and Botswana borders.
|
E1581199
|
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: Vhembe District | Statement: [DC34, regionServed, Vhembe District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vhembe District Context triple: [DC34, regionServed, Vhembe District]
-
A.
Samtse District
Samtse District is an administrative district in southwestern Bhutan known for its subtropical climate, agricultural production, and location along the border with India.
-
B.
Insiza District
Insiza District is a rural administrative district in Zimbabwe’s Matabeleland South Province, known for its mining and agricultural activities.
-
C.
Kweneng District
Kweneng District is a large administrative district in central Botswana that includes both rural communities and the rapidly growing town of Molepolole.
-
D.
Kgatleng District
Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
-
E.
Ngaka Modiri Molema District
Ngaka Modiri Molema District is an administrative district municipality in South Africa’s North West province, centered around the city of Mahikeng and known for its mix of urban and rural 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: Vhembe District Triple: [DC34, regionServed, Vhembe District]
Generated description
Vhembe District is a largely rural district municipality in the northern part of Limpopo Province, South Africa, known for its rich Venda culture, agricultural activities, and proximity to the Zimbabwe and Botswana borders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vhembe District Target entity description: Vhembe District is a largely rural district municipality in the northern part of Limpopo Province, South Africa, known for its rich Venda culture, agricultural activities, and proximity to the Zimbabwe and Botswana borders.
-
A.
Samtse District
Samtse District is an administrative district in southwestern Bhutan known for its subtropical climate, agricultural production, and location along the border with India.
-
B.
Insiza District
Insiza District is a rural administrative district in Zimbabwe’s Matabeleland South Province, known for its mining and agricultural activities.
-
C.
Kweneng District
Kweneng District is a large administrative district in central Botswana that includes both rural communities and the rapidly growing town of Molepolole.
-
D.
Kgatleng District
Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
-
E.
Ngaka Modiri Molema District
Ngaka Modiri Molema District is an administrative district municipality in South Africa’s North West province, centered around the city of Mahikeng and known for its mix of urban and rural communities.
- F. None of above. chosen
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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f840dc819098e52272abefe616 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c82e434819085e5842853ffcf57 |
completed | May 19, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506fc3448190bbd36ba192f30e58 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 4:11 p.m.