Triple
T19790610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ilala District |
E475398
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Mchafukoge Ward
Mchafukoge Ward is an administrative ward in Dar es Salaam, Tanzania, forming part of the urban area of Ilala District.
|
E1397708
|
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: Mchafukoge Ward | Statement: [Ilala District, contains, Mchafukoge Ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mchafukoge Ward Context triple: [Ilala District, contains, Mchafukoge Ward]
-
A.
Kivukoni Ward
Kivukoni Ward is a coastal administrative ward in Dar es Salaam, Tanzania, known for hosting key government institutions, the central business district waterfront, and the main ferry terminal to Zanzibar.
-
B.
Kinyerezi Ward
Kinyerezi Ward is an administrative ward in Dar es Salaam, Tanzania, known for its rapidly growing residential areas and proximity to key transport and energy infrastructure.
-
C.
Kariakoo Ward
Kariakoo Ward is a bustling commercial and residential neighborhood in Dar es Salaam, Tanzania, best known for its large central market and role as a major trading hub in the city.
-
D.
Upanga East Ward
Upanga East Ward is an administrative ward in Dar es Salaam, Tanzania, known for its central location, diverse population, and mix of residential, commercial, and institutional areas.
-
E.
Pakwach District
Pakwach District is an administrative district in northwestern Uganda known for its location along the Albert Nile and its role as a gateway between the West Nile sub-region and the rest of the country.
- 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: Mchafukoge Ward Triple: [Ilala District, contains, Mchafukoge Ward]
Generated description
Mchafukoge Ward is an administrative ward in Dar es Salaam, Tanzania, forming part of the urban area of Ilala District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mchafukoge Ward Target entity description: Mchafukoge Ward is an administrative ward in Dar es Salaam, Tanzania, forming part of the urban area of Ilala District.
-
A.
Kivukoni Ward
Kivukoni Ward is a coastal administrative ward in Dar es Salaam, Tanzania, known for hosting key government institutions, the central business district waterfront, and the main ferry terminal to Zanzibar.
-
B.
Kinyerezi Ward
Kinyerezi Ward is an administrative ward in Dar es Salaam, Tanzania, known for its rapidly growing residential areas and proximity to key transport and energy infrastructure.
-
C.
Kariakoo Ward
Kariakoo Ward is a bustling commercial and residential neighborhood in Dar es Salaam, Tanzania, best known for its large central market and role as a major trading hub in the city.
-
D.
Upanga East Ward
Upanga East Ward is an administrative ward in Dar es Salaam, Tanzania, known for its central location, diverse population, and mix of residential, commercial, and institutional areas.
-
E.
Pakwach District
Pakwach District is an administrative district in northwestern Uganda known for its location along the Albert Nile and its role as a gateway between the West Nile sub-region and the rest of the country.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653c217bc819092c517b27ca22087 |
completed | April 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ccc402108190a7bc00e2431c8e67 |
completed | May 16, 2026, 1:47 a.m. |
| NEDg | Description generation | batch_6a07cd57ef248190b5d763830513fa31 |
completed | May 16, 2026, 1:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07d1032d5481908a575bd808e5eb9b |
completed | May 16, 2026, 2:05 a.m. |
Created at: April 10, 2026, 1:49 p.m.