Triple
T10986353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habiba Akumu Obama |
E259639
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object |
Kogelo, Kenya
Kogelo, Kenya is a rural village in Siaya County best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
|
E898222
|
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: Kogelo, Kenya | Statement: [Habiba Akumu Obama, residence, Kogelo, Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kogelo, Kenya Context triple: [Habiba Akumu Obama, residence, Kogelo, Kenya]
-
A.
Central Province, Kenya
Central Province, Kenya was a former administrative region in central Kenya known for its fertile highlands, tea and coffee production, and predominantly Kikuyu population.
-
B.
Nakuru
Nakuru is a prominent Kenyan city in the Rift Valley region, known for its proximity to Lake Nakuru National Park and its role as an important agricultural and commercial center.
-
C.
Nyeri, Kenya
Nyeri, Kenya is a town in central Kenya near the Aberdare Range, known for its colonial-era history, agricultural economy, and as the final resting place of Scouting founder Robert Baden-Powell.
-
D.
Parklands, Nairobi
Parklands, Nairobi is a predominantly residential and commercial suburb northwest of Nairobi’s central business district, known for its diverse communities, educational institutions, and proximity to major city amenities.
-
E.
Maseno
Maseno is a town in western Kenya, near Kisumu, known as the birthplace of prominent politician Raila Odinga and as a local educational center.
- 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: Kogelo, Kenya Triple: [Habiba Akumu Obama, residence, Kogelo, Kenya]
Generated description
Kogelo, Kenya is a rural village in Siaya County best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kogelo, Kenya Target entity description: Kogelo, Kenya is a rural village in Siaya County best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
-
A.
Central Province, Kenya
Central Province, Kenya was a former administrative region in central Kenya known for its fertile highlands, tea and coffee production, and predominantly Kikuyu population.
-
B.
Nakuru
Nakuru is a prominent Kenyan city in the Rift Valley region, known for its proximity to Lake Nakuru National Park and its role as an important agricultural and commercial center.
-
C.
Nyeri, Kenya
Nyeri, Kenya is a town in central Kenya near the Aberdare Range, known for its colonial-era history, agricultural economy, and as the final resting place of Scouting founder Robert Baden-Powell.
-
D.
Parklands, Nairobi
Parklands, Nairobi is a predominantly residential and commercial suburb northwest of Nairobi’s central business district, known for its diverse communities, educational institutions, and proximity to major city amenities.
-
E.
Maseno
Maseno is a town in western Kenya, near Kisumu, known as the birthplace of prominent politician Raila Odinga and as a local educational center.
- 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d787b2e4a88190a81504eee77e2298 |
completed | April 9, 2026, 11:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e344e9c66c81909163cea6aa9276e0 |
completed | April 18, 2026, 8:46 a.m. |
| NEDg | Description generation | batch_69e3556e8b408190a02a1fe194ae5750 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3591ecd548190b049ce95fe3f86d9 |
completed | April 18, 2026, 10:12 a.m. |
Created at: April 8, 2026, 9:24 p.m.