Triple
T11303779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kikuyu language |
E267661
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Thagichu languages
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
|
E919603
|
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: Thagichu languages | Statement: [Kikuyu language, subfamily, Thagichu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thagichu languages Context triple: [Kikuyu language, subfamily, Thagichu languages]
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
C.
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
-
D.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
E.
Tongic languages
The Tongic languages are a small subgroup of Polynesian languages that includes Tongan and Niuean, spoken primarily in Tonga and Niue.
- 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: Thagichu languages Triple: [Kikuyu language, subfamily, Thagichu languages]
Generated description
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thagichu languages Target entity description: The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
C.
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
-
D.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
E.
Tongic languages
The Tongic languages are a small subgroup of Polynesian languages that includes Tongan and Niuean, spoken primarily in Tonga and Niue.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e542df01fc81908539407e20543002 |
completed | April 19, 2026, 9:02 p.m. |
| NEDg | Description generation | batch_69e545ad9840819096cb11f1d427ea38 |
completed | April 19, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e548c50aac81909f94ac2f35a29f41 |
completed | April 19, 2026, 9:27 p.m. |
Created at: April 8, 2026, 9:32 p.m.