Triple

T7952557
Position Surface form Disambiguated ID Type / Status
Subject Bemba people E184650 entity
Predicate capitalOfTraditionalKingdom P59230 FINISHED
Object Lubemba
Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
E712127 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: Lubemba | Statement: [Bemba people, capitalOfTraditionalKingdom, Lubemba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lubemba
Context triple: [Bemba people, capitalOfTraditionalKingdom, Lubemba]
  • A. Kilembe
    Kilembe is a town in western Uganda that serves as a common starting point for treks to the Rwenzori Mountains, including ascents of Margherita Peak.
  • B. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • C. Mbanderu
    Mbanderu is a subgroup of the Herero people with its own distinct dialect and cultural traditions, primarily found in Namibia and Botswana.
  • D. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • E. Kazungula
    Kazungula is a border town in southern Africa, strategically located near the Zambezi River where Botswana, Zambia, Zimbabwe, and Namibia meet, and known for its important regional transport links.
  • 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: Lubemba
Triple: [Bemba people, capitalOfTraditionalKingdom, Lubemba]
Generated description
Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lubemba
Target entity description: Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
  • A. Kilembe
    Kilembe is a town in western Uganda that serves as a common starting point for treks to the Rwenzori Mountains, including ascents of Margherita Peak.
  • B. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • C. Mbanderu
    Mbanderu is a subgroup of the Herero people with its own distinct dialect and cultural traditions, primarily found in Namibia and Botswana.
  • D. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • E. Kazungula
    Kazungula is a border town in southern Africa, strategically located near the Zambezi River where Botswana, Zambia, Zimbabwe, and Namibia meet, and known for its important regional transport links.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: capitalOfTraditionalKingdom
Context triple: [Bemba people, capitalOfTraditionalKingdom, Lubemba]
  • A. capitalOfHisKingdom chosen
    Indicates that one entity serves as the capital city of the kingdom ruled or possessed by another entity.
  • B. capitalOfRuledEntity
    Indicates that a city or settlement serves as the capital of a political entity that rules or governs another entity.
  • C. administrativeCenterForEmpire
    Indicates that a location served as the main administrative center or capital for a particular empire.
  • D. currentCapitalOfRealm
    Indicates that one entity is the city or location that currently serves as the official capital of a given realm (such as a country, state, or kingdom).
  • E. ancestralSeatOf
    Indicates that one entity is the traditional or original home, origin place, or foundational location associated with the lineage, heritage, or authority of another entity.
  • F. None of above.

Provenance (6 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5c95908190b6ee900d2b324574 completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc937e687081908ae33ae7335d685e completed April 1, 2026, 3:39 a.m.
NEDg Description generation batch_69cc955542fc8190a84be60f4efea915 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc964c6b308190ae121072b1180268 completed April 1, 2026, 3:51 a.m.
PD Predicate disambiguation batch_69cb0473d7dc8190a25d0cf460b9fcbe completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:10 p.m.