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.