Triple

T5366814
Position Surface form Disambiguated ID Type / Status
Subject Ngũgĩ wa Thiong’o E103150 entity
Predicate notableWork P4 FINISHED
Object A Grain of Wheat
A Grain of Wheat is a landmark Kenyan novel by Ngũgĩ wa Thiong’o that explores the moral and political complexities of the Mau Mau uprising on the eve of Kenya’s independence.
E517975 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: A Grain of Wheat | Statement: [Ngũgĩ wa Thiong’o, notableWork, A Grain of Wheat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Grain of Wheat
Context triple: [Ngũgĩ wa Thiong’o, notableWork, A Grain of Wheat]
  • A. The River Between
    The River Between is a novel by Kenyan writer Ngũgĩ wa Thiong’o that explores the cultural and religious tensions in a Gikuyu community during the early period of British colonial rule.
  • B. Season of Migration to the North
    Season of Migration to the North is a landmark 1966 novel by Sudanese writer Tayeb Salih that explores themes of colonialism, identity, and cultural conflict between Europe and Africa.
  • C. Weep Not, Child
    Weep Not, Child is a landmark Kenyan novel by Ngũgĩ wa Thiong’o that explores the impact of British colonialism and the Mau Mau uprising on a young boy and his community.
  • D. Life & Times of Michael K
    Life & Times of Michael K is a Booker Prize–winning novel by J. M. Coetzee that follows a marginalized man’s journey across a war-torn South Africa, exploring themes of freedom, identity, and state power.
  • E. Cry, the Beloved Country
    Cry, the Beloved Country is a 1995 film adaptation of Alan Paton's classic South African novel, depicting racial injustice and reconciliation during the apartheid era.
  • 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: A Grain of Wheat
Triple: [Ngũgĩ wa Thiong’o, notableWork, A Grain of Wheat]
Generated description
A Grain of Wheat is a landmark Kenyan novel by Ngũgĩ wa Thiong’o that explores the moral and political complexities of the Mau Mau uprising on the eve of Kenya’s independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Grain of Wheat
Target entity description: A Grain of Wheat is a landmark Kenyan novel by Ngũgĩ wa Thiong’o that explores the moral and political complexities of the Mau Mau uprising on the eve of Kenya’s independence.
  • A. The River Between
    The River Between is a novel by Kenyan writer Ngũgĩ wa Thiong’o that explores the cultural and religious tensions in a Gikuyu community during the early period of British colonial rule.
  • B. Season of Migration to the North
    Season of Migration to the North is a landmark 1966 novel by Sudanese writer Tayeb Salih that explores themes of colonialism, identity, and cultural conflict between Europe and Africa.
  • C. Weep Not, Child
    Weep Not, Child is a landmark Kenyan novel by Ngũgĩ wa Thiong’o that explores the impact of British colonialism and the Mau Mau uprising on a young boy and his community.
  • D. Life & Times of Michael K
    Life & Times of Michael K is a Booker Prize–winning novel by J. M. Coetzee that follows a marginalized man’s journey across a war-torn South Africa, exploring themes of freedom, identity, and state power.
  • E. Cry, the Beloved Country
    Cry, the Beloved Country is a 1995 film adaptation of Alan Paton's classic South African novel, depicting racial injustice and reconciliation during the apartheid era.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd8684103081908ed79625b59e4b24 completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf334553148190a5c53bda473c17c3 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf342cca148190bd8d09ef8b606602 completed March 22, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69bf34a5e3c08190bb27e20c6bbc2165 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 2:02 p.m.