Triple
T6576299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koyra Chiini language |
E155571
|
entity |
| Predicate | ethnologueEntry |
P19233
|
FINISHED |
| Object |
Koyra Chiini (khq)
Koyra Chiini (khq) is a Songhay language variety spoken primarily along the Niger River in Mali, notably around Timbuktu.
|
E602342
|
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: Koyra Chiini (khq) | Statement: [Koyra Chiini language, ethnologueEntry, Koyra Chiini (khq)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koyra Chiini (khq) Context triple: [Koyra Chiini language, ethnologueEntry, Koyra Chiini (khq)]
-
A.
Alpa Chino
Alpa Chino is a fictional rapper-turned-actor character in the satirical war film "Tropic Thunder," known for his commercialized hip-hop persona and humorous product endorsements.
-
B.
Qichao
Qichao is the given name of Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist thinker.
-
C.
Kiche
Kiche is a Mayan language spoken primarily in the Guatemalan highlands by the Kʼicheʼ people, one of the largest Indigenous groups in Mesoamerica.
-
D.
Hakha Chin
Hakha Chin is a Tibeto-Burman language spoken primarily by the Chin people in and around the town of Hakha in Chin State, Myanmar.
-
E.
Chongra
Chongra is a small settlement located in Pakistan’s Astore Valley in the Gilgit-Baltistan region of the Himalayas.
- 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: Koyra Chiini (khq) Triple: [Koyra Chiini language, ethnologueEntry, Koyra Chiini (khq)]
Generated description
Koyra Chiini (khq) is a Songhay language variety spoken primarily along the Niger River in Mali, notably around Timbuktu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koyra Chiini (khq) Target entity description: Koyra Chiini (khq) is a Songhay language variety spoken primarily along the Niger River in Mali, notably around Timbuktu.
-
A.
Alpa Chino
Alpa Chino is a fictional rapper-turned-actor character in the satirical war film "Tropic Thunder," known for his commercialized hip-hop persona and humorous product endorsements.
-
B.
Qichao
Qichao is the given name of Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist thinker.
-
C.
Kiche
Kiche is a Mayan language spoken primarily in the Guatemalan highlands by the Kʼicheʼ people, one of the largest Indigenous groups in Mesoamerica.
-
D.
Hakha Chin
Hakha Chin is a Tibeto-Burman language spoken primarily by the Chin people in and around the town of Hakha in Chin State, Myanmar.
-
E.
Chongra
Chongra is a small settlement located in Pakistan’s Astore Valley in the Gilgit-Baltistan region of the Himalayas.
- 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_69c688151254819080387f87deab8fa7 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae7399488190b5f6948c60188aec |
completed | March 27, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cba0182c8190a30bc5e6fea4680e |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd071be4819090d6adf0e27c99d2 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce04855481908bfca416fda8c218 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:54 p.m.