Triple

T14082769
Position Surface form Disambiguated ID Type / Status
Subject Barotse Royal Establishment E338907 entity
Predicate hasRuler P5424 FINISHED
Object Litunga of Barotseland
The Litunga of Barotseland is the traditional monarch and supreme authority of the Lozi people in western Zambia, presiding over their cultural, political, and customary affairs.
 E1078461 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: Litunga of Barotseland | Statement: [Barotse Royal Establishment, hasRuler, Litunga of Barotseland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Litunga of Barotseland
Context triple: [Barotse Royal Establishment, hasRuler, Litunga of Barotseland]
  • A. Mbanderu
    Mbanderu is a subgroup of the Herero people with its own distinct dialect and cultural traditions, primarily found in Namibia and Botswana.
  • B. Ilunga Makabu
    Ilunga Makabu is a Congolese professional boxer and former WBC cruiserweight world champion known for his power and resilience in the ring.
  • C. King of the Ndebele
    The King of the Ndebele was the hereditary monarch and supreme political and military leader of the Ndebele (Matabele) people in what is now Zimbabwe.
  • D. Soshangane
    Soshangane was a 19th-century Nguni military leader who founded the Gaza Empire in southeastern Africa during the upheavals of the Mfecane.
  • E. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • 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: Litunga of Barotseland
Triple: [Barotse Royal Establishment, hasRuler, Litunga of Barotseland]
Generated description
The Litunga of Barotseland is the traditional monarch and supreme authority of the Lozi people in western Zambia, presiding over their cultural, political, and customary affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Litunga of Barotseland
Target entity description: The Litunga of Barotseland is the traditional monarch and supreme authority of the Lozi people in western Zambia, presiding over their cultural, political, and customary affairs.
  • A. Mbanderu
    Mbanderu is a subgroup of the Herero people with its own distinct dialect and cultural traditions, primarily found in Namibia and Botswana.
  • B. Ilunga Makabu
    Ilunga Makabu is a Congolese professional boxer and former WBC cruiserweight world champion known for his power and resilience in the ring.
  • C. King of the Ndebele
    The King of the Ndebele was the hereditary monarch and supreme political and military leader of the Ndebele (Matabele) people in what is now Zimbabwe.
  • D. Soshangane
    Soshangane was a 19th-century Nguni military leader who founded the Gaza Empire in southeastern Africa during the upheavals of the Mfecane.
  • E. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5ede40048190b465e909565730c1 completed April 14, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6749c3c81909833a0b6ddcae3fb completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc44b8f3c8190a7dc5a98239be1a5 completed May 7, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_69fcc4d99f608190a6dddfda19bf0685 completed May 7, 2026, 4:59 p.m.
Created at: April 9, 2026, 10:21 p.m.