Triple
T10505061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Mutambara |
E247764
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Mutambara
Mutambara is a Zimbabwean surname most notably associated with Arthur Mutambara, an engineer, academic, and prominent opposition politician.
|
E867464
|
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: Mutambara | Statement: [Arthur Mutambara, familyName, Mutambara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mutambara Context triple: [Arthur Mutambara, familyName, Mutambara]
-
A.
Mazabuka
Mazabuka is a town in southern Zambia known for its sugar industry and agricultural production.
-
B.
Ngamo
Ngamo is a West Chadic language spoken primarily in northeastern Nigeria by the Ngamo people.
-
C.
Murambi
Murambi is a residential suburb of Mutare, a major city in eastern Zimbabwe.
-
D.
Kasangati
Kasangati is a town in central Uganda that serves as a growing commercial and residential hub within the Greater Kampala metropolitan area.
-
E.
Roysambu
Roysambu is a residential and commercial neighborhood in Nairobi, Kenya, known for its high-density housing, shopping centers, and proximity to major transport routes and universities.
- 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: Mutambara Triple: [Arthur Mutambara, familyName, Mutambara]
Generated description
Mutambara is a Zimbabwean surname most notably associated with Arthur Mutambara, an engineer, academic, and prominent opposition politician.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mutambara Target entity description: Mutambara is a Zimbabwean surname most notably associated with Arthur Mutambara, an engineer, academic, and prominent opposition politician.
-
A.
Mazabuka
Mazabuka is a town in southern Zambia known for its sugar industry and agricultural production.
-
B.
Ngamo
Ngamo is a West Chadic language spoken primarily in northeastern Nigeria by the Ngamo people.
-
C.
Murambi
Murambi is a residential suburb of Mutare, a major city in eastern Zimbabwe.
-
D.
Kasangati
Kasangati is a town in central Uganda that serves as a growing commercial and residential hub within the Greater Kampala metropolitan area.
-
E.
Roysambu
Roysambu is a residential and commercial neighborhood in Nairobi, Kenya, known for its high-density housing, shopping centers, and proximity to major transport routes and universities.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5099f4dec8190a9851739c8bc9a69 |
completed | April 7, 2026, 1:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dcd89ba481908653730b43e3d4ab |
completed | April 10, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d8e8c9d5cc8190a425ed834855bbcd |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901fecee88190999e88ca2e56a516 |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:26 p.m.