Triple
T14434533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Olifantsfontein (Botswana)
Olifantsfontein is a settlement located in Botswana’s Kgatleng District, a region in the southeastern part of the country near the border with South Africa.
|
E1098424
|
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: Olifantsfontein (Botswana) | Statement: [Kgatleng District, hasSettlement, Olifantsfontein (Botswana)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Olifantsfontein (Botswana) Context triple: [Kgatleng District, hasSettlement, Olifantsfontein (Botswana)]
-
A.
Bophelong
Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
-
B.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
C.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
D.
Olifantsrus
Olifantsrus is a remote, rustic campsite and picnic site within Namibia’s Etosha National Park, known for its elevated hide overlooking a busy waterhole and its focus on self-drive, low-impact wildlife viewing.
-
E.
Sesfontein
Sesfontein is a remote settlement in northwestern Namibia known as a gateway to the arid landscapes, wildlife, and Himba communities of the Kunene Region.
- 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: Olifantsfontein (Botswana) Triple: [Kgatleng District, hasSettlement, Olifantsfontein (Botswana)]
Generated description
Olifantsfontein is a settlement located in Botswana’s Kgatleng District, a region in the southeastern part of the country near the border with South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Olifantsfontein (Botswana) Target entity description: Olifantsfontein is a settlement located in Botswana’s Kgatleng District, a region in the southeastern part of the country near the border with South Africa.
-
A.
Bophelong
Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
-
B.
Thohoyandou
Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
-
C.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
D.
Olifantsrus
Olifantsrus is a remote, rustic campsite and picnic site within Namibia’s Etosha National Park, known for its elevated hide overlooking a busy waterhole and its focus on self-drive, low-impact wildlife viewing.
-
E.
Sesfontein
Sesfontein is a remote settlement in northwestern Namibia known as a gateway to the arid landscapes, wildlife, and Himba communities of the Kunene Region.
- 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.