Triple

T22688415
Position Surface form Disambiguated ID Type / Status
Subject Govan Mbeki E560980 entity
Predicate placeOfBirth P1 FINISHED
Object Nqamakwe
Nqamakwe is a small town in South Africa’s Eastern Cape province, historically significant as the birthplace of prominent anti-apartheid activist and politician Govan Mbeki.
E1548795 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: Nqamakwe | Statement: [Govan Mbeki, placeOfBirth, Nqamakwe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nqamakwe
Context triple: [Govan Mbeki, placeOfBirth, Nqamakwe]
  • A. Nongqawuse
    Nongqawuse was a teenage Xhosa prophet whose visions in 1856–1857 inspired the catastrophic cattle-killing movement that led to widespread famine and social upheaval among the Xhosa people.
  • B. Qongqothwane
    Qongqothwane is a famous South African song, often known internationally as "The Click Song," popularized by singer and activist Miriam Makeba.
  • C. Nquthu
    Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
  • D. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • E. 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.
  • 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: Nqamakwe
Triple: [Govan Mbeki, placeOfBirth, Nqamakwe]
Generated description
Nqamakwe is a small town in South Africa’s Eastern Cape province, historically significant as the birthplace of prominent anti-apartheid activist and politician Govan Mbeki.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nqamakwe
Target entity description: Nqamakwe is a small town in South Africa’s Eastern Cape province, historically significant as the birthplace of prominent anti-apartheid activist and politician Govan Mbeki.
  • A. Nongqawuse
    Nongqawuse was a teenage Xhosa prophet whose visions in 1856–1857 inspired the catastrophic cattle-killing movement that led to widespread famine and social upheaval among the Xhosa people.
  • B. Qongqothwane
    Qongqothwane is a famous South African song, often known internationally as "The Click Song," popularized by singer and activist Miriam Makeba.
  • C. Nquthu
    Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
  • D. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • E. 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.
  • 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_69e2454d71b48190a1f80af9f82b6fcf completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f178983fc8819080aa00e45ff77952 completed April 29, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73f90304819084b6c4c944cbf504 completed May 18, 2026, 8:18 p.m.
NEDg Description generation batch_6a0b7505c99081908a9faac30451e6e8 completed May 18, 2026, 8:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0b761510b48190a09722be3fca7e93 completed May 18, 2026, 8:27 p.m.
Created at: April 17, 2026, 3:13 p.m.