Triple

T20954391
Position Surface form Disambiguated ID Type / Status
Subject Weep Not, Child E516061 entity
Predicate hasCharacter P2308 FINISHED
Object Ngotho
Ngotho is a central character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," portrayed as a Kenyan farm worker and patriarch whose struggles reflect the social and political upheavals of colonial Kenya.
 E1459546 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: Ngotho | Statement: [Weep Not, Child, hasCharacter, Ngotho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngotho
Context triple: [Weep Not, Child, hasCharacter, Ngotho]
  • A. Motshegetsi
    Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
  • B. Zonkwa
    Zonkwa is a town in southern Kaduna State, Nigeria, serving as an important administrative and commercial center for the surrounding area.
  • C. Minyama
    Minyama is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its canal estates and proximity to Mooloolaba.
  • D. Thokoza
    Thokoza is a township in the East Rand region of Gauteng, South Africa, historically known for its role in anti-apartheid struggles and community activism.
  • E. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • 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: Ngotho
Triple: [Weep Not, Child, hasCharacter, Ngotho]
Generated description
Ngotho is a central character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," portrayed as a Kenyan farm worker and patriarch whose struggles reflect the social and political upheavals of colonial Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngotho
Target entity description: Ngotho is a central character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," portrayed as a Kenyan farm worker and patriarch whose struggles reflect the social and political upheavals of colonial Kenya.
  • A. Motshegetsi
    Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
  • B. Zonkwa
    Zonkwa is a town in southern Kaduna State, Nigeria, serving as an important administrative and commercial center for the surrounding area.
  • C. Minyama
    Minyama is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its canal estates and proximity to Mooloolaba.
  • D. Thokoza
    Thokoza is a township in the East Rand region of Gauteng, South Africa, historically known for its role in anti-apartheid struggles and community activism.
  • E. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • 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_69e0b4fcd678819087a304291f14330a completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fae154a481909f235165a46d0910 completed April 21, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0927926a4881908a3aa2a088c2b2e1 completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0929b7db588190825b4c8b3aeacd6e completed May 17, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_6a092a2cd49c8190a9ee196d62d1bb1c completed May 17, 2026, 2:38 a.m.
Created at: April 16, 2026, 1:28 p.m.