Triple
T19790617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ilala District |
E475398
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Kiwalani Ward
Kiwalani Ward is an administrative ward and urban neighborhood within Dar es Salaam, Tanzania, known for its dense population and local markets.
|
E1395212
|
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: Kiwalani Ward | Statement: [Ilala District, contains, Kiwalani Ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiwalani Ward Context triple: [Ilala District, contains, Kiwalani Ward]
-
A.
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.
-
B.
Martha Koome
Martha Koome is a Kenyan jurist who became the first woman to serve as Chief Justice and President of the Supreme Court of Kenya.
-
C.
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.
-
D.
Dagoretti
Dagoretti is a residential and commercial area in western Nairobi known for its mixed urban-rural character and vibrant local markets.
-
E.
Grace Wahu
Grace Wahu was the first wife of Jomo Kenyatta, Kenya’s founding president, and a notable early figure in his personal and political life.
- 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: Kiwalani Ward Triple: [Ilala District, contains, Kiwalani Ward]
Generated description
Kiwalani Ward is an administrative ward and urban neighborhood within Dar es Salaam, Tanzania, known for its dense population and local markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kiwalani Ward Target entity description: Kiwalani Ward is an administrative ward and urban neighborhood within Dar es Salaam, Tanzania, known for its dense population and local markets.
-
A.
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.
-
B.
Martha Koome
Martha Koome is a Kenyan jurist who became the first woman to serve as Chief Justice and President of the Supreme Court of Kenya.
-
C.
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.
-
D.
Dagoretti
Dagoretti is a residential and commercial area in western Nairobi known for its mixed urban-rural character and vibrant local markets.
-
E.
Grace Wahu
Grace Wahu was the first wife of Jomo Kenyatta, Kenya’s founding president, and a notable early figure in his personal and political life.
- 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_6a07c4fff3548190a069b665c0885627 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c580b3108190bcc64fe1f479d7c4 |
completed | May 16, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c5e7a5d08190b6a24f66ff966cec |
completed | May 16, 2026, 1:18 a.m. |
Created at: April 10, 2026, 1:49 p.m.