Triple

T4605834
Position Surface form Disambiguated ID Type / Status
Subject President of Zambia E100430 entity
Predicate officeHoldersInclude P537 FINISHED
Object Levy Mwanawasa
Levy Mwanawasa was a Zambian lawyer and politician who served as the country's third president, noted for his anti-corruption stance and efforts to stabilize the economy.
 E460030 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: Levy Mwanawasa | Statement: [President of Zambia, officeHoldersInclude, Levy Mwanawasa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Levy Mwanawasa
Context triple: [President of Zambia, officeHoldersInclude, Levy Mwanawasa]
  • A. Frederick Chiluba
    Frederick Chiluba was a Zambian trade union leader and politician who served as the country’s second president and oversaw its transition from one-party to multi-party democracy.
  • B. 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.
  • C. Gideon Gono
    Gideon Gono is a Zimbabwean economist and former Governor of the Reserve Bank of Zimbabwe, known for overseeing the country's monetary policy during its period of hyperinflation in the 2000s.
  • 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. Festus Mogae
    Festus Mogae is a Botswanan economist and politician who served as the country's president from 1998 to 2008.
  • 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: Levy Mwanawasa
Triple: [President of Zambia, officeHoldersInclude, Levy Mwanawasa]
Generated description
Levy Mwanawasa was a Zambian lawyer and politician who served as the country's third president, noted for his anti-corruption stance and efforts to stabilize the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Levy Mwanawasa
Target entity description: Levy Mwanawasa was a Zambian lawyer and politician who served as the country's third president, noted for his anti-corruption stance and efforts to stabilize the economy.
  • A. Frederick Chiluba
    Frederick Chiluba was a Zambian trade union leader and politician who served as the country’s second president and oversaw its transition from one-party to multi-party democracy.
  • B. 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.
  • C. Gideon Gono
    Gideon Gono is a Zimbabwean economist and former Governor of the Reserve Bank of Zimbabwe, known for overseeing the country's monetary policy during its period of hyperinflation in the 2000s.
  • 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. Festus Mogae
    Festus Mogae is a Botswanan economist and politician who served as the country's president from 1998 to 2008.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599b1f0881909fd693b81ff44f98 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69be034e509c8190b2da7e2eaf2acb48 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be040a8b248190b31ac61e5b2eb1ac completed March 21, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69be04c76d908190becee3d88aa0e1a0 completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:12 p.m.