Triple
T18635297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Juma Mwapachu |
E455530
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Mwapachu
Mwapachu is a Tanzanian surname most notably associated with diplomat and former East African Community Secretary General Juma Mwapachu.
|
E1334414
|
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: Mwapachu | Statement: [Juma Mwapachu, familyName, Mwapachu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mwapachu Context triple: [Juma Mwapachu, familyName, Mwapachu]
-
A.
Zuchu
Zuchu is a Tanzanian singer and songwriter known for her Bongo Flava and Afro-pop hits under the WCB Wasafi label.
-
B.
Puntila
Puntila is a wealthy, mercurial Finnish landowner whose shifting moods and class contradictions drive the social and political satire in Bertolt Brecht’s play "Mr Puntila and His Man Matti."
-
C.
Murchunga
Murchunga is a traditional jaw harp-like musical instrument known for its twanging, rhythmic sound and cultural significance among the Limbu people of Nepal.
-
D.
El Chacal
El Chacal is the ring nickname of Cuban boxer Guillermo Rigondeaux, a highly skilled two-time Olympic gold medalist and former world champion.
-
E.
Guabiraba
Guabiraba is a neighborhood and administrative district located in the northern part of Recife, in the state of Pernambuco, Brazil.
- 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: Mwapachu Triple: [Juma Mwapachu, familyName, Mwapachu]
Generated description
Mwapachu is a Tanzanian surname most notably associated with diplomat and former East African Community Secretary General Juma Mwapachu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mwapachu Target entity description: Mwapachu is a Tanzanian surname most notably associated with diplomat and former East African Community Secretary General Juma Mwapachu.
-
A.
Zuchu
Zuchu is a Tanzanian singer and songwriter known for her Bongo Flava and Afro-pop hits under the WCB Wasafi label.
-
B.
Puntila
Puntila is a wealthy, mercurial Finnish landowner whose shifting moods and class contradictions drive the social and political satire in Bertolt Brecht’s play "Mr Puntila and His Man Matti."
-
C.
Murchunga
Murchunga is a traditional jaw harp-like musical instrument known for its twanging, rhythmic sound and cultural significance among the Limbu people of Nepal.
-
D.
El Chacal
El Chacal is the ring nickname of Cuban boxer Guillermo Rigondeaux, a highly skilled two-time Olympic gold medalist and former world champion.
-
E.
Guabiraba
Guabiraba is a neighborhood and administrative district located in the northern part of Recife, in the state of Pernambuco, Brazil.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54fc80b308190932303231524d372 |
completed | April 19, 2026, 9:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d8039f481909ffe9d62afbb2a23 |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a050df74ca08190a7554396e052b702 |
completed | May 13, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a050ecc33e48190bc28430a6a771492 |
completed | May 13, 2026, 11:52 p.m. |
Created at: April 10, 2026, 11:46 a.m.