Triple

T23160319
Position Surface form Disambiguated ID Type / Status
Subject Constantino Chiwenga E578563 entity
Predicate familyName P18 FINISHED
Object Chiwenga
Chiwenga is the surname of Constantino Chiwenga, a prominent Zimbabwean military officer and politician who has served as the country’s vice president.
 E1574348 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: Chiwenga | Statement: [Constantino Chiwenga, familyName, Chiwenga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chiwenga
Context triple: [Constantino Chiwenga, familyName, Chiwenga]
  • A. Chiwere
    Chiwere is a Siouan language historically spoken by the Otoe-Missouria and Iowa (Ioway) Native American tribes of the central United States.
  • B. Chingoni
    Chingoni is an alternative name for the Ngoni people, a Bantu-speaking ethnic group in southeastern Africa known for their historical migrations and military traditions.
  • C. Chimwiini
    Chimwiini is a Bantu language of the Sabaki subgroup spoken primarily along the southern Somali coast, closely related to Swahili.
  • D. Mutengene
    Mutengene is a town in southwestern Cameroon known as a key road junction linking the coastal city of Limbe with Buea and other inland areas.
  • E. Chikanga
    Chikanga is a high-density residential suburb of Mutare, a major city in eastern 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: Chiwenga
Triple: [Constantino Chiwenga, familyName, Chiwenga]
Generated description
Chiwenga is the surname of Constantino Chiwenga, a prominent Zimbabwean military officer and politician who has served as the country’s vice president.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chiwenga
Target entity description: Chiwenga is the surname of Constantino Chiwenga, a prominent Zimbabwean military officer and politician who has served as the country’s vice president.
  • A. Chiwere
    Chiwere is a Siouan language historically spoken by the Otoe-Missouria and Iowa (Ioway) Native American tribes of the central United States.
  • B. Chingoni
    Chingoni is an alternative name for the Ngoni people, a Bantu-speaking ethnic group in southeastern Africa known for their historical migrations and military traditions.
  • C. Chimwiini
    Chimwiini is a Bantu language of the Sabaki subgroup spoken primarily along the southern Somali coast, closely related to Swahili.
  • D. Mutengene
    Mutengene is a town in southwestern Cameroon known as a key road junction linking the coastal city of Limbe with Buea and other inland areas.
  • E. Chikanga
    Chikanga is a high-density residential suburb of Mutare, a major city in eastern 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_69e245fc75348190a0288401044c8af8 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18eff965081909aaa6fc1910293e2 completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30a009a88190ace5fe645f0e9d23 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c3433083081909b486004ed8ae017 completed May 19, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0c352416508190a08f1d46ef3c4916 completed May 19, 2026, 10:02 a.m.
Created at: April 17, 2026, 4:02 p.m.