Triple
T11368552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Acholi people |
E269279
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Luo languages
The Luo languages are a group of closely related Nilotic languages spoken primarily in East Africa by various Luo ethnic communities.
|
E247405
|
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: Luo languages | Statement: [Acholi people, languageFamily, Luo languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo languages Context triple: [Acholi people, languageFamily, Luo languages]
-
A.
Luo language
The Luo language is a major Nilotic language spoken primarily by the Luo people of western Kenya and neighboring regions of East Africa.
-
B.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
C.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
D.
Thagichu languages
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
-
E.
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.
- 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: Luo languages Triple: [Acholi people, languageFamily, Luo languages]
Generated description
The Luo languages are a group of closely related Nilotic languages spoken primarily in East Africa by various Luo ethnic communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luo languages Target entity description: The Luo languages are a group of closely related Nilotic languages spoken primarily in East Africa by various Luo ethnic communities.
-
A.
Luo language
chosen
The Luo language is a major Nilotic language spoken primarily by the Luo people of western Kenya and neighboring regions of East Africa.
-
B.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
C.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
D.
Thagichu languages
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
-
E.
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.
- F. None of above.
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_69d6aacca1048190b39dbbc2174616fa |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea89e1148190b0ca29db9d7e2cbd |
completed | April 9, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e556718fc481908543ed4bc5fe3d6e |
completed | April 19, 2026, 10:25 p.m. |
| NEDg | Description generation | batch_69e562c6e7c8819098d22a6e0daa4a51 |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e56a472f0c819086c1cccaa5ca0ae7 |
completed | April 19, 2026, 11:50 p.m. |
Created at: April 8, 2026, 9:33 p.m.