Triple

T5712078
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth heads of government E125931 entity
Predicate hasMember P10 FINISHED
Object President of Malawi
The President of Malawi is the country’s head of state and government, responsible for leading the executive branch and representing Malawi domestically and internationally.
 E544172 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: President of Malawi | Statement: [Commonwealth heads of government, hasMember, President of Malawi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: President of Malawi
Context triple: [Commonwealth heads of government, hasMember, President of Malawi]
  • A. President of Zambia
    The President of Zambia is the country’s elected head of state and government, responsible for leading the executive branch and representing Zambia domestically and internationally.
  • B. President of Mozambique
    The President of Mozambique is the head of state and government of the Republic of Mozambique, serving as the country’s chief executive and commander-in-chief.
  • C. President of Zimbabwe
    The President of Zimbabwe is the country's head of state and government, wielding executive authority over the nation and its political institutions.
  • D. President of Botswana
    The President of Botswana is the country’s executive head of state and government, responsible for leading the national administration and representing Botswana domestically and internationally.
  • E. President of Tanzania
    The President of Tanzania is the country’s elected head of state and government, serving as the chief executive authority and commander-in-chief of the armed forces.
  • 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: President of Malawi
Triple: [Commonwealth heads of government, hasMember, President of Malawi]
Generated description
The President of Malawi is the country’s head of state and government, responsible for leading the executive branch and representing Malawi domestically and internationally.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: President of Malawi
Target entity description: The President of Malawi is the country’s head of state and government, responsible for leading the executive branch and representing Malawi domestically and internationally.
  • A. President of Zambia
    The President of Zambia is the country’s elected head of state and government, responsible for leading the executive branch and representing Zambia domestically and internationally.
  • B. President of Mozambique
    The President of Mozambique is the head of state and government of the Republic of Mozambique, serving as the country’s chief executive and commander-in-chief.
  • C. President of Zimbabwe
    The President of Zimbabwe is the country's head of state and government, wielding executive authority over the nation and its political institutions.
  • D. President of Botswana
    The President of Botswana is the country’s executive head of state and government, responsible for leading the national administration and representing Botswana domestically and internationally.
  • E. President of Tanzania
    The President of Tanzania is the country’s elected head of state and government, serving as the chief executive authority and commander-in-chief of the armed forces.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dedffd481909fafd916190b016f completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:46 p.m.