Triple
T21053872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shambala language |
E518657
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Kishambaa
Kishambaa is an alternative name for the Shambala language, a Bantu language spoken primarily in northeastern Tanzania.
|
E1464753
|
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: Kishambaa | Statement: [Shambala language, hasAlternativeName, Kishambaa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kishambaa Context triple: [Shambala language, hasAlternativeName, Kishambaa]
-
A.
Karume
Karume is a Swahili surname most prominently associated with Abeid Karume, the first president of Zanzibar and a key figure in Tanzanian political history.
-
B.
Kambaata
Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
-
C.
Kikoira
Kikoira is a small rural locality situated within the Bland Shire region of New South Wales, Australia.
-
D.
Shabara
Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
-
E.
Kasangati
Kasangati is a town in central Uganda that serves as a growing commercial and residential hub within the Greater Kampala metropolitan area.
- 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: Kishambaa Triple: [Shambala language, hasAlternativeName, Kishambaa]
Generated description
Kishambaa is an alternative name for the Shambala language, a Bantu language spoken primarily in northeastern Tanzania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kishambaa Target entity description: Kishambaa is an alternative name for the Shambala language, a Bantu language spoken primarily in northeastern Tanzania.
-
A.
Karume
Karume is a Swahili surname most prominently associated with Abeid Karume, the first president of Zanzibar and a key figure in Tanzanian political history.
-
B.
Kambaata
Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
-
C.
Kikoira
Kikoira is a small rural locality situated within the Bland Shire region of New South Wales, Australia.
-
D.
Shabara
Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
-
E.
Kasangati
Kasangati is a town in central Uganda that serves as a growing commercial and residential hub within the Greater Kampala metropolitan area.
- 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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0950666f7c8190887911302eb02940 |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a095247e93881908d3bd15a97169937 |
completed | May 17, 2026, 5:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0952af83108190ad14c26968109489 |
completed | May 17, 2026, 5:31 a.m. |
Created at: April 16, 2026, 2:36 p.m.