Triple

T2877399
Position Surface form Disambiguated ID Type / Status
Subject Lobengula Khumalo E56909 entity
Predicate house P1505 FINISHED
Object House of Khumalo
The House of Khumalo is a royal dynasty of the Ndebele people in southern Africa, best known for producing kings such as Lobengula who ruled the Ndebele kingdom in the 19th century.
 E307232 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: House of Khumalo | Statement: [Lobengula Khumalo, house, House of Khumalo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: House of Khumalo
Context triple: [Lobengula Khumalo, house, House of Khumalo]
  • A. Shack Twala
    Shack Twala is a fictional South African anti-apartheid activist and fugitive who serves as the central protagonist in the political thriller film "The Wilby Conspiracy."
  • B. Jambo House
    Jambo House is the main lodge building of Disney’s Animal Kingdom Lodge, featuring African-inspired architecture, savanna-view rooms, and resort amenities.
  • C. Casa de Osambela
    Casa de Osambela is a prominent colonial-era mansion in Lima, Peru, renowned for its grand neoclassical architecture and historical significance within the city’s historic center.
  • D. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • E. House of Baux
    The House of Baux was a prominent medieval noble family from Provence that produced influential lords and princes, including rulers of the Principality of Orange.
  • 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: House of Khumalo
Triple: [Lobengula Khumalo, house, House of Khumalo]
Generated description
The House of Khumalo is a royal dynasty of the Ndebele people in southern Africa, best known for producing kings such as Lobengula who ruled the Ndebele kingdom in the 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: House of Khumalo
Target entity description: The House of Khumalo is a royal dynasty of the Ndebele people in southern Africa, best known for producing kings such as Lobengula who ruled the Ndebele kingdom in the 19th century.
  • A. Shack Twala
    Shack Twala is a fictional South African anti-apartheid activist and fugitive who serves as the central protagonist in the political thriller film "The Wilby Conspiracy."
  • B. Jambo House
    Jambo House is the main lodge building of Disney’s Animal Kingdom Lodge, featuring African-inspired architecture, savanna-view rooms, and resort amenities.
  • C. Casa de Osambela
    Casa de Osambela is a prominent colonial-era mansion in Lima, Peru, renowned for its grand neoclassical architecture and historical significance within the city’s historic center.
  • D. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • E. House of Baux
    The House of Baux was a prominent medieval noble family from Provence that produced influential lords and princes, including rulers of the Principality of Orange.
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe007329c8190b0bc1851c7307124 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03158d0ec8190ba9675ece8f62033 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b033afe0e08190b6fbf0ec786a71eb completed March 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69b03437b4d081908c02c01a4dd665b1 completed March 10, 2026, 3:09 p.m.
Created at: March 6, 2026, 10:03 p.m.