Triple
T14434524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | capital |
P234
|
FINISHED |
| Object |
Mochudi
Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
|
E1102646
|
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: Mochudi | Statement: [Kgatleng District, capital, Mochudi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mochudi Context triple: [Kgatleng District, capital, Mochudi]
-
A.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
B.
Mpondo
The Mpondo are a Southern African ethnic group closely related to the Xhosa, known for their distinct language variety, cultural traditions, and historical kingdom in what is now South Africa’s Eastern Cape.
-
C.
Luanshya
Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt region.
-
D.
Motshegetsi
Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
-
E.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
- 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: Mochudi Triple: [Kgatleng District, capital, Mochudi]
Generated description
Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mochudi Target entity description: Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
-
A.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
B.
Mpondo
The Mpondo are a Southern African ethnic group closely related to the Xhosa, known for their distinct language variety, cultural traditions, and historical kingdom in what is now South Africa’s Eastern Cape.
-
C.
Luanshya
Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt region.
-
D.
Motshegetsi
Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
-
E.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91471a648190adb7b283a6a85c3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d84fd888190b05dcf9191bae337 |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6e354c1081909afcc848ee50e5b7 |
completed | May 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6ee08c848190862c3ad1ef41609b |
completed | May 8, 2026, 5:04 a.m. |
Created at: April 10, 2026, 1:18 a.m.