Triple

T18656443
Position Surface form Disambiguated ID Type / Status
Subject Rupiah Banda E456076 entity
Predicate succeeded by P78 FINISHED
Object Michael Sata
Michael Sata was a Zambian politician who served as President of Zambia and was known for his populist style and focus on anti-corruption and pro-poor policies.
 E456077 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: Michael Sata | Statement: [Rupiah Banda, succeeded by, Michael Sata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Sata
Context triple: [Rupiah Banda, succeeded by, Michael Sata]
  • A. Michael Sata
    Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
  • B. Johnson Toribiong
    Johnson Toribiong is a Palauan politician and lawyer who served as the President of Palau in the early 2010s.
  • C. Victor Malu
    Victor Malu was a Nigerian Army lieutenant general who served as a prominent commander of the ECOWAS peacekeeping forces in West Africa, particularly in Liberia.
  • D. David Vunagi
    David Vunagi is a Solomon Islands Anglican archbishop and statesman who has served as the Governor-General of the Solomon Islands.
  • E. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • 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: Michael Sata
Triple: [Rupiah Banda, succeeded by, Michael Sata]
Generated description
Michael Sata was a Zambian politician who served as President of Zambia and was known for his populist style and focus on anti-corruption and pro-poor policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Sata
Target entity description: Michael Sata was a Zambian politician who served as President of Zambia and was known for his populist style and focus on anti-corruption and pro-poor policies.
  • A. Michael Sata chosen
    Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
  • B. Johnson Toribiong
    Johnson Toribiong is a Palauan politician and lawyer who served as the President of Palau in the early 2010s.
  • C. Victor Malu
    Victor Malu was a Nigerian Army lieutenant general who served as a prominent commander of the ECOWAS peacekeeping forces in West Africa, particularly in Liberia.
  • D. David Vunagi
    David Vunagi is a Solomon Islands Anglican archbishop and statesman who has served as the Governor-General of the Solomon Islands.
  • E. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • F. None of above.

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.