Triple
T1697557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Tshwane Metropolitan Municipality |
E36692
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Temba
Temba is a township in the City of Tshwane, South Africa, known as a residential area near Hammanskraal in the Gauteng province.
|
E191909
|
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: Temba | Statement: [City of Tshwane Metropolitan Municipality, contains, Temba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Temba Context triple: [City of Tshwane Metropolitan Municipality, contains, Temba]
-
A.
Dube
Dube is a residential neighborhood in Soweto, South Africa, known for its historical significance in the anti-apartheid struggle.
-
B.
Tshiphani
Tshiphani is a regional dialect of the Tshivenda language spoken by Venda communities in parts of southern Africa.
-
C.
Sun Kosi
The Sun Kosi is a major Himalayan river in Nepal, renowned for its long white-water rafting expeditions and as a key tributary of the Kosi river system.
-
D.
Malan
Malan is a surname of Afrikaans and French Huguenot origin, notably borne by figures such as South African prime minister D. F. Malan.
-
E.
Nandi
Nandi is the sacred bull and devoted gatekeeper of the Hindu god Shiva, revered as a symbol of strength, righteousness, and dharma.
- 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: Temba Triple: [City of Tshwane Metropolitan Municipality, contains, Temba]
Generated description
Temba is a township in the City of Tshwane, South Africa, known as a residential area near Hammanskraal in the Gauteng province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Temba Target entity description: Temba is a township in the City of Tshwane, South Africa, known as a residential area near Hammanskraal in the Gauteng province.
-
A.
Dube
Dube is a residential neighborhood in Soweto, South Africa, known for its historical significance in the anti-apartheid struggle.
-
B.
Tshiphani
Tshiphani is a regional dialect of the Tshivenda language spoken by Venda communities in parts of southern Africa.
-
C.
Sun Kosi
The Sun Kosi is a major Himalayan river in Nepal, renowned for its long white-water rafting expeditions and as a key tributary of the Kosi river system.
-
D.
Malan
Malan is a surname of Afrikaans and French Huguenot origin, notably borne by figures such as South African prime minister D. F. Malan.
-
E.
Nandi
Nandi is the sacred bull and devoted gatekeeper of the Hindu god Shiva, revered as a symbol of strength, righteousness, and dharma.
- 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_69a886163dec8190859c514232a37a05 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62b78d20819096f0602058c46d8a |
completed | March 6, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad799ad838819087e945f47284a3b0 |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad81f90e948190b83078523b1cf3f8 |
completed | March 8, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad82755910819087aa9940dc1e7495 |
completed | March 8, 2026, 2:06 p.m. |
Created at: March 4, 2026, 7:30 p.m.