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.