Triple
T14434535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Leshibitse
Leshibitse is a village located in Botswana’s Kgatleng District.
|
E1098425
|
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: Leshibitse | Statement: [Kgatleng District, hasSettlement, Leshibitse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leshibitse Context triple: [Kgatleng District, hasSettlement, Leshibitse]
-
A.
Botshabelo
Botshabelo is a large township in South Africa’s Free State province, known as one of the country’s biggest residential areas established during the apartheid era.
-
B.
Mbeleko
"Mbeleko" is a popular Bongo Flava song by Tanzanian artist Rayvanny, known for its emotional lyrics and melodic Afro-pop style.
-
C.
Dushelele
Dushelele is a popular Bongo Flava song by Tanzanian singer Ali Kiba.
-
D.
Tshepiso
Tshepiso is a township within the Emfuleni Local Municipality in South Africa’s Gauteng province.
-
E.
Selebobo
Selebobo is a Nigerian singer, songwriter, and record producer known for his work in contemporary Afropop and collaborations with prominent African artists.
- 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: Leshibitse Triple: [Kgatleng District, hasSettlement, Leshibitse]
Generated description
Leshibitse is a village located in Botswana’s Kgatleng District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leshibitse Target entity description: Leshibitse is a village located in Botswana’s Kgatleng District.
-
A.
Botshabelo
Botshabelo is a large township in South Africa’s Free State province, known as one of the country’s biggest residential areas established during the apartheid era.
-
B.
Mbeleko
"Mbeleko" is a popular Bongo Flava song by Tanzanian artist Rayvanny, known for its emotional lyrics and melodic Afro-pop style.
-
C.
Dushelele
Dushelele is a popular Bongo Flava song by Tanzanian singer Ali Kiba.
-
D.
Tshepiso
Tshepiso is a township within the Emfuleni Local Municipality in South Africa’s Gauteng province.
-
E.
Selebobo
Selebobo is a Nigerian singer, songwriter, and record producer known for his work in contemporary Afropop and collaborations with prominent African artists.
- 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_69fd5bd5b1d08190a89e6f004a94b361 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5ca8e36c8190873d0e2a82f62623 |
completed | May 8, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5d46d974819085a43c51b414ff9a |
completed | May 8, 2026, 3:49 a.m. |
Created at: April 10, 2026, 1:18 a.m.