Triple

T18656267
Position Surface form Disambiguated ID Type / Status
Subject Vice President of Zambia E456072 entity
Predicate officeHoldersInclude P537 FINISHED
Object Reuben Kamanga
Reuben Kamanga was a Zambian nationalist politician who served as the country’s first Vice President following independence in 1964.
E1336278 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: Reuben Kamanga | Statement: [Vice President of Zambia, officeHoldersInclude, Reuben Kamanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reuben Kamanga
Context triple: [Vice President of Zambia, officeHoldersInclude, Reuben Kamanga]
  • A. Albert Muchanga
    Albert Muchanga is an African Union diplomat and policymaker known for leading continental initiatives to boost intra-African trade and industrial development.
  • B. Maurice Omondi Odumbe
    Maurice Omondi Odumbe is a former Kenyan cricketer best known as an all-rounder who captained the national team and played a key role in Kenya’s rise in international cricket in the 1990s and early 2000s.
  • C. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • D. Nelson Chamisa
    Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
  • E. Godfrey Chidyausiku
    Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
  • 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: Reuben Kamanga
Triple: [Vice President of Zambia, officeHoldersInclude, Reuben Kamanga]
Generated description
Reuben Kamanga was a Zambian nationalist politician who served as the country’s first Vice President following independence in 1964.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reuben Kamanga
Target entity description: Reuben Kamanga was a Zambian nationalist politician who served as the country’s first Vice President following independence in 1964.
  • A. Albert Muchanga
    Albert Muchanga is an African Union diplomat and policymaker known for leading continental initiatives to boost intra-African trade and industrial development.
  • B. Maurice Omondi Odumbe
    Maurice Omondi Odumbe is a former Kenyan cricketer best known as an all-rounder who captained the national team and played a key role in Kenya’s rise in international cricket in the 1990s and early 2000s.
  • C. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • D. Nelson Chamisa
    Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
  • E. Godfrey Chidyausiku
    Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172321648190bdce686bb4a2d4c2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05185f550081909a284d833f992da4 completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a05190b081481909af7b7aec70d9646 completed May 14, 2026, 12:36 a.m.
Created at: April 10, 2026, 11:47 a.m.