Triple

T18692579
Position Surface form Disambiguated ID Type / Status
Subject Shaka rulers E457036 entity
Predicate associatedWith P37 FINISHED
Object Shaka people
The Shaka people are a Bantu-speaking ethnic group of southern Africa historically linked to the powerful Zulu kingdom founded by the legendary leader Shaka Zulu.
E1356791 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: Shaka people | Statement: [Shaka rulers, associatedWith, Shaka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaka people
Context triple: [Shaka rulers, associatedWith, Shaka people]
  • A. Sheko people
    The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
  • B. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • C. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • D. Gcaleka Xhosa people
    The Gcaleka Xhosa people are a major subgroup of the Xhosa nation in South Africa, historically centered in the Eastern Cape and known for their distinct chieftaincy and cultural traditions.
  • E. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • 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: Shaka people
Triple: [Shaka rulers, associatedWith, Shaka people]
Generated description
The Shaka people are a Bantu-speaking ethnic group of southern Africa historically linked to the powerful Zulu kingdom founded by the legendary leader Shaka Zulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaka people
Target entity description: The Shaka people are a Bantu-speaking ethnic group of southern Africa historically linked to the powerful Zulu kingdom founded by the legendary leader Shaka Zulu.
  • A. Sheko people
    The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
  • B. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • C. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • D. Gcaleka Xhosa people
    The Gcaleka Xhosa people are a major subgroup of the Xhosa nation in South Africa, historically centered in the Eastern Cape and known for their distinct chieftaincy and cultural traditions.
  • E. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e562e4756881909335e1e7b3c23e28 completed April 19, 2026, 11:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05d341d3c0819083bcdf884aa63953 completed May 14, 2026, 1:50 p.m.
NEDg Description generation batch_6a05d3fe45c881908622e745b66abfd2 completed May 14, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a05d4b2292c8190bd4cd73969c610d8 completed May 14, 2026, 1:57 p.m.
Created at: April 10, 2026, 11:49 a.m.