Triple
T6154764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Sotho people |
E137290
|
entity |
| Predicate | apartheidEraHomeland |
P69494
|
FINISHED |
| Object |
Lebowa
Lebowa was a former apartheid-era bantustan in northern South Africa designated for Northern Sotho–speaking people.
|
E581393
|
NE FINISHED |
How this triple was built (5 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: Lebowa | Statement: [Northern Sotho people, apartheidEraHomeland, Lebowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebowa Context triple: [Northern Sotho people, apartheidEraHomeland, Lebowa]
-
A.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
-
B.
Bojanala Platinum District
Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
-
C.
Ndwandwe
Ndwandwe was a powerful Nguni-speaking kingdom in southeastern Africa that rivaled the Mthethwa and played a major role in the early 19th-century upheavals that led to the rise of the Zulu state.
-
D.
Maputaland
Maputaland is a coastal region in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, wetlands, and unique ecosystems forming part of the Maputaland-Pondoland-Albany biodiversity hotspot.
-
E.
Lomwe
Lomwe is a Bantu language spoken primarily in Mozambique and Malawi by the Lomwe 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: Lebowa Triple: [Northern Sotho people, apartheidEraHomeland, Lebowa]
Generated description
Lebowa was a former apartheid-era bantustan in northern South Africa designated for Northern Sotho–speaking people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lebowa Target entity description: Lebowa was a former apartheid-era bantustan in northern South Africa designated for Northern Sotho–speaking people.
-
A.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
-
B.
Bojanala Platinum District
Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
-
C.
Ndwandwe
Ndwandwe was a powerful Nguni-speaking kingdom in southeastern Africa that rivaled the Mthethwa and played a major role in the early 19th-century upheavals that led to the rise of the Zulu state.
-
D.
Maputaland
Maputaland is a coastal region in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, wetlands, and unique ecosystems forming part of the Maputaland-Pondoland-Albany biodiversity hotspot.
-
E.
Lomwe
Lomwe is a Bantu language spoken primarily in Mozambique and Malawi by the Lomwe people.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: apartheidEraHomeland Context triple: [Northern Sotho people, apartheidEraHomeland, Lebowa]
-
A.
populationGroupClassificationApartheid
Indicates the classification of a population group under an apartheid system, specifying how people are segregated or categorized by law or policy.
-
B.
positionOnApartheid
Indicates a stance, opinion, or policy that an entity holds regarding apartheid.
-
C.
postApartheidCharacteristic
Indicates a characteristic, condition, or attribute that specifically pertains to the period following the end of apartheid.
-
D.
timeOfSubjugation
Indicates the point in time at which one entity becomes subjugated or brought under the control of another.
-
E.
hasHomeland
Indicates that an entity considers or recognizes a particular place or region as its homeland or place of origin.
- F. None of above. chosen
Provenance (7 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_69c008a45d008190832a9e19f5d63406 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d01ddb0819085b5f5338b86a25d |
completed | March 22, 2026, 9:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c518e697088190b47a610783baa7ea |
completed | March 26, 2026, 11:30 a.m. |
| NEDg | Description generation | batch_69c51e1f031c819099eeec59da88bae9 |
completed | March 26, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51eacb37c819080f139b8f4f2f38c |
completed | March 26, 2026, 11:55 a.m. |
| PD | Predicate disambiguation | batch_69c055f39e0881909ae56444b1b48929 |
completed | March 22, 2026, 8:49 p.m. |
| PDg | Predicate description generation | batch_69c056c87340819088003f427706ebf8 |
completed | March 22, 2026, 8:53 p.m. |
Created at: March 22, 2026, 4:17 p.m.