Triple

T20954392
Position Surface form Disambiguated ID Type / Status
Subject Weep Not, Child E516061 entity
Predicate hasCharacter P2308 FINISHED
Object Mwihaki
Mwihaki is a central female character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," symbolizing youthful hope and the complexities of love and class in colonial Kenya.
E1459547 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: Mwihaki | Statement: [Weep Not, Child, hasCharacter, Mwihaki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mwihaki
Context triple: [Weep Not, Child, hasCharacter, Mwihaki]
  • A. Mwenga
    Mwenga is a town in the South Kivu province of the Democratic Republic of the Congo that serves as an administrative and commercial center for the surrounding region.
  • B. Mijikenda
    The Mijikenda are a collective of nine closely related Bantu ethnic groups living primarily along the coast of Kenya, known for their rich oral traditions, sacred kaya forests, and distinctive cultural practices.
  • C. Mbalizi
    Mbalizi is a town in southwestern Tanzania located within the Mbeya Region, known as a local commercial and transport hub for the surrounding rural areas.
  • D. Oshikwambi
    Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
  • E. Nabulungi
    Nabulungi is a central character in the musical "The Book of Mormon," a hopeful and idealistic young Ugandan woman who becomes a key follower of the missionaries’ teachings.
  • 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: Mwihaki
Triple: [Weep Not, Child, hasCharacter, Mwihaki]
Generated description
Mwihaki is a central female character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," symbolizing youthful hope and the complexities of love and class in colonial Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mwihaki
Target entity description: Mwihaki is a central female character in Ngũgĩ wa Thiong'o's novel "Weep Not, Child," symbolizing youthful hope and the complexities of love and class in colonial Kenya.
  • A. Mwenga
    Mwenga is a town in the South Kivu province of the Democratic Republic of the Congo that serves as an administrative and commercial center for the surrounding region.
  • B. Mijikenda
    The Mijikenda are a collective of nine closely related Bantu ethnic groups living primarily along the coast of Kenya, known for their rich oral traditions, sacred kaya forests, and distinctive cultural practices.
  • C. Mbalizi
    Mbalizi is a town in southwestern Tanzania located within the Mbeya Region, known as a local commercial and transport hub for the surrounding rural areas.
  • D. Oshikwambi
    Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
  • E. Nabulungi
    Nabulungi is a central character in the musical "The Book of Mormon," a hopeful and idealistic young Ugandan woman who becomes a key follower of the missionaries’ teachings.
  • 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.