Triple
T22253423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amu region |
E550036
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Kiamu language
The Kiamu language is a regional language spoken in the Amu area, reflecting the local culture and identity of its speakers.
|
E1527682
|
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: Kiamu language | Statement: [Amu region, associatedWith, Kiamu language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiamu language Context triple: [Amu region, associatedWith, Kiamu language]
-
A.
Kwama language
The Kwama language is a Koman language spoken by the Kwama people of Ethiopia and Sudan, known for its complex tone system and position within the Nilo-Saharan language family.
-
B.
Kishambaa language
The Kishambaa language, also known as Shambala, is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
-
C.
Kauma language
The Kauma language is a Bantu language spoken by one of the Mijikenda communities along the coast of Kenya.
-
D.
Kambaata language
The Kambaata language is a Cushitic language of the Afroasiatic family spoken primarily by the Kambaata people in southern Ethiopia.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- 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: Kiamu language Triple: [Amu region, associatedWith, Kiamu language]
Generated description
The Kiamu language is a regional language spoken in the Amu area, reflecting the local culture and identity of its speakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kiamu language Target entity description: The Kiamu language is a regional language spoken in the Amu area, reflecting the local culture and identity of its speakers.
-
A.
Kwama language
The Kwama language is a Koman language spoken by the Kwama people of Ethiopia and Sudan, known for its complex tone system and position within the Nilo-Saharan language family.
-
B.
Kishambaa language
The Kishambaa language, also known as Shambala, is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
-
C.
Kauma language
The Kauma language is a Bantu language spoken by one of the Mijikenda communities along the coast of Kenya.
-
D.
Kambaata language
The Kambaata language is a Cushitic language of the Afroasiatic family spoken primarily by the Kambaata people in southern Ethiopia.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- 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_69e11e42adb8819087714772ea606709 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f138c0c4f48190a75473a7835014f1 |
completed | April 28, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ab662334c819095b6737e550bd5ce |
completed | May 18, 2026, 6:49 a.m. |
| NEDg | Description generation | batch_6a0ab77252b0819098e9daa2930ceb6a |
completed | May 18, 2026, 6:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab81e47a08190b4148080f363fcf5 |
completed | May 18, 2026, 6:56 a.m. |
Created at: April 16, 2026, 8:39 p.m.