Triple

T10787211
Position Surface form Disambiguated ID Type / Status
Subject Harry Mwanga Nkumbula International Airport E254480 entity
Predicate namedAfter P63 FINISHED
Object Harry Mwanga Nkumbula
Harry Mwanga Nkumbula was a prominent Zambian nationalist leader and politician who played a key role in the country’s struggle for independence.
E885896 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: Harry Mwanga Nkumbula | Statement: [Harry Mwanga Nkumbula International Airport, namedAfter, Harry Mwanga Nkumbula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harry Mwanga Nkumbula
Context triple: [Harry Mwanga Nkumbula International Airport, namedAfter, Harry Mwanga Nkumbula]
  • A. Mwanga
    Mwanga is a small town in northeastern Tanzania that serves as an administrative and commercial center near Mount Kilimanjaro.
  • B. Kabaka Ronald Muwenda Mutebi II
    Kabaka Ronald Muwenda Mutebi II is the reigning king of Buganda, a prominent traditional monarchy and cultural institution within modern-day Uganda.
  • C. Frederick Mutesa II
    Frederick Mutesa II was the Kabaka (king) of Buganda who became Uganda’s first president after independence, symbolizing the country’s transition from monarchy and colonial rule to a modern republic.
  • D. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • E. Mwene Mutapa
    Mwene Mutapa was a powerful pre-colonial Shona state in southern Africa, renowned for its control of regional gold trade and influence over the Zambezi valley from the 15th to the 18th century.
  • 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: Harry Mwanga Nkumbula
Triple: [Harry Mwanga Nkumbula International Airport, namedAfter, Harry Mwanga Nkumbula]
Generated description
Harry Mwanga Nkumbula was a prominent Zambian nationalist leader and politician who played a key role in the country’s struggle for independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harry Mwanga Nkumbula
Target entity description: Harry Mwanga Nkumbula was a prominent Zambian nationalist leader and politician who played a key role in the country’s struggle for independence.
  • A. Mwanga
    Mwanga is a small town in northeastern Tanzania that serves as an administrative and commercial center near Mount Kilimanjaro.
  • B. Kabaka Ronald Muwenda Mutebi II
    Kabaka Ronald Muwenda Mutebi II is the reigning king of Buganda, a prominent traditional monarchy and cultural institution within modern-day Uganda.
  • C. Frederick Mutesa II
    Frederick Mutesa II was the Kabaka (king) of Buganda who became Uganda’s first president after independence, symbolizing the country’s transition from monarchy and colonial rule to a modern republic.
  • D. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • E. Mwene Mutapa
    Mwene Mutapa was a powerful pre-colonial Shona state in southern Africa, renowned for its control of regional gold trade and influence over the Zambezi valley from the 15th to the 18th century.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d5422481908d7ab833c6cbc879 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de56199d088190938a72105540cf66 completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.