Triple

T14082792
Position Surface form Disambiguated ID Type / Status
Subject Barotse Royal Establishment E338907 entity
Predicate hasTraditionalPrimeMinisterTitle P100519 FINISHED
Object Ngambela
Ngambela is the traditional prime minister of the Barotse Kingdom in western Zambia, serving as the chief advisor and administrative head under the Litunga (king).
E1081293 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: Ngambela | Statement: [Barotse Royal Establishment, hasTraditionalPrimeMinisterTitle, Ngambela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngambela
Context triple: [Barotse Royal Establishment, hasTraditionalPrimeMinisterTitle, Ngambela]
  • A. Ngqumbazi
    Ngqumbazi was a Zulu royal woman best known as the mother of King Cetshwayo kaMpande of the Zulu Kingdom.
  • B. Ngala
    Ngala is a Bantu ethnic group and language community primarily found in the Democratic Republic of the Congo.
  • C. Ngala
    Ngala is a local government area in Borno State, northeastern Nigeria, located near the border with Cameroon and affected by regional security challenges.
  • D. Kwaluudhi
    Kwaluudhi is a dialect of the Ovambo language spoken by a specific Ovambo subgroup in northern Namibia.
  • E. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • 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: Ngambela
Triple: [Barotse Royal Establishment, hasTraditionalPrimeMinisterTitle, Ngambela]
Generated description
Ngambela is the traditional prime minister of the Barotse Kingdom in western Zambia, serving as the chief advisor and administrative head under the Litunga (king).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngambela
Target entity description: Ngambela is the traditional prime minister of the Barotse Kingdom in western Zambia, serving as the chief advisor and administrative head under the Litunga (king).
  • A. Ngqumbazi
    Ngqumbazi was a Zulu royal woman best known as the mother of King Cetshwayo kaMpande of the Zulu Kingdom.
  • B. Ngala
    Ngala is a Bantu ethnic group and language community primarily found in the Democratic Republic of the Congo.
  • C. Ngala
    Ngala is a local government area in Borno State, northeastern Nigeria, located near the border with Cameroon and affected by regional security challenges.
  • D. Kwaluudhi
    Kwaluudhi is a dialect of the Ovambo language spoken by a specific Ovambo subgroup in northern Namibia.
  • E. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTraditionalPrimeMinisterTitle
Context triple: [Barotse Royal Establishment, hasTraditionalPrimeMinisterTitle, Ngambela]
  • A. traditionalPrimeMinisterTitle chosen
    Indicates that an entity’s role or designation is the customary or historically established title used for a prime minister.
  • B. hasMinisterTitle
    Indicates that an entity holds or is associated with a specific ministerial title or office.
  • C. previousHeadOfStateTitle
    Indicates that one entity is the official title or designation held by another entity in its role as a former head of state.
  • D. primeMinistershipReservedFor
    Indicates that the position of prime minister is restricted or allocated to a specific person, group, or category by rule, agreement, or custom.
  • E. hadParliamentaryPrimeMinister
    Indicates that a country or political entity was governed by a specific individual serving in the role of parliamentary prime minister during a given period.
  • 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_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_69fcdefe88b481908b3dca1f019e7809 completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce15e4d4c8190916ab384f37e7b11 completed May 7, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69fce1d5906c8190bd39e08861b9f53e completed May 7, 2026, 7:02 p.m.
PD Predicate disambiguation batch_69de05b0e6c88190a819eeba0028981f completed April 14, 2026, 9:15 a.m.
Created at: April 9, 2026, 10:21 p.m.