Triple

T20955153
Position Surface form Disambiguated ID Type / Status
Subject Mũkoma wa Ngũgĩ E516080 entity
Predicate notableWork P4 FINISHED
Object Nairobi Heat
Nairobi Heat is a crime novel by Kenyan-American writer Mũkoma wa Ngũgĩ that blends hard-boiled detective fiction with themes of race, justice, and transnational politics between the United States and East Africa.
E1459579 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: Nairobi Heat | Statement: [Mũkoma wa Ngũgĩ, notableWork, Nairobi Heat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nairobi Heat
Context triple: [Mũkoma wa Ngũgĩ, notableWork, Nairobi Heat]
  • A. An African City
    An African City is a Ghana-set web and television series often dubbed the "African Sex and the City," following the lives of five cosmopolitan women navigating love, careers, and modern life in Accra.
  • B. The Flame Trees of Thika
    The Flame Trees of Thika is a memoir by Elspeth Huxley recounting her childhood experiences on a British settler farm in colonial Kenya in the early 20th century.
  • C. Anthills of the Savannah
    Anthills of the Savannah is a political novel by Chinua Achebe that explores power, corruption, and resistance in a fictional postcolonial African state.
  • D. Khartoum Blues
    Khartoum Blues is a music album by Sudanese composer and bandleader Abdel Gadir Salim that blends traditional Sudanese melodies with jazz and blues influences.
  • E. Kwa Ngwaru
    "Kwa Ngwaru" is a popular Bongo Flava song by Tanzanian artist Harmonize, known for its catchy melody and widespread acclaim in East Africa.
  • 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: Nairobi Heat
Triple: [Mũkoma wa Ngũgĩ, notableWork, Nairobi Heat]
Generated description
Nairobi Heat is a crime novel by Kenyan-American writer Mũkoma wa Ngũgĩ that blends hard-boiled detective fiction with themes of race, justice, and transnational politics between the United States and East Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nairobi Heat
Target entity description: Nairobi Heat is a crime novel by Kenyan-American writer Mũkoma wa Ngũgĩ that blends hard-boiled detective fiction with themes of race, justice, and transnational politics between the United States and East Africa.
  • A. An African City
    An African City is a Ghana-set web and television series often dubbed the "African Sex and the City," following the lives of five cosmopolitan women navigating love, careers, and modern life in Accra.
  • B. The Flame Trees of Thika
    The Flame Trees of Thika is a memoir by Elspeth Huxley recounting her childhood experiences on a British settler farm in colonial Kenya in the early 20th century.
  • C. Anthills of the Savannah
    Anthills of the Savannah is a political novel by Chinua Achebe that explores power, corruption, and resistance in a fictional postcolonial African state.
  • D. Khartoum Blues
    Khartoum Blues is a music album by Sudanese composer and bandleader Abdel Gadir Salim that blends traditional Sudanese melodies with jazz and blues influences.
  • E. Kwa Ngwaru
    "Kwa Ngwaru" is a popular Bongo Flava song by Tanzanian artist Harmonize, known for its catchy melody and widespread acclaim in East Africa.
  • 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_69e6fae2299c8190afa1b9ec5bd9df32 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.