Triple
T7453936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jomo Kenyatta |
E172071
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Grace Wanjiku
Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
|
E665229
|
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: Grace Wanjiku | Statement: [Jomo Kenyatta, spouse, Grace Wanjiku]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Wanjiku Context triple: [Jomo Kenyatta, spouse, Grace Wanjiku]
-
A.
Rosemary Kariuki
Rosemary Kariuki is a Kenyan-born Australian community leader and advocate for migrant and refugee women, recognized for her work supporting vulnerable communities and promoting social inclusion.
-
B.
Habiba Akumu Nyanjoga
Habiba Akumu Nyanjoga was a Kenyan woman of the Luo ethnic group best known as the paternal grandmother of former U.S. President Barack Obama.
-
C.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
D.
Bailey Ndugu
Bailey Ndugu is a child character on Grey’s Anatomy, known as the son of Miranda Bailey and Ben Warren.
-
E.
Grace Ibingira
Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
- 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: Grace Wanjiku Triple: [Jomo Kenyatta, spouse, Grace Wanjiku]
Generated description
Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Wanjiku Target entity description: Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
-
A.
Rosemary Kariuki
Rosemary Kariuki is a Kenyan-born Australian community leader and advocate for migrant and refugee women, recognized for her work supporting vulnerable communities and promoting social inclusion.
-
B.
Habiba Akumu Nyanjoga
Habiba Akumu Nyanjoga was a Kenyan woman of the Luo ethnic group best known as the paternal grandmother of former U.S. President Barack Obama.
-
C.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
D.
Bailey Ndugu
Bailey Ndugu is a child character on Grey’s Anatomy, known as the son of Miranda Bailey and Ben Warren.
-
E.
Grace Ibingira
Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
- 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_69c68a66554c8190add75c65942c0317 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3ac5c2081908ab03f8bd4586f94 |
completed | March 27, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827bedc408190a9a77f293fb12762 |
completed | March 28, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69c8290c62d0819080a1e1820364da88 |
completed | March 28, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82958eddc8190ad1697969241ec39 |
completed | March 28, 2026, 7:17 p.m. |
Created at: March 27, 2026, 3:14 p.m.