Triple
T21036365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koho people |
E518199
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Koho language
The Koho language is an Austroasiatic language spoken by the Koho ethnic group in Vietnam’s Central Highlands.
|
E1463593
|
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: Koho language | Statement: [Koho people, language, Koho language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koho language Context triple: [Koho people, language, Koho language]
-
A.
Hoh language
The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
-
B.
Kioko language
The Kioko language is an Austronesian language of the Muna–Buton subgroup spoken by a small community in southeastern Sulawesi, Indonesia.
-
C.
Kokota language
The Kokota language is an Austronesian language spoken by the Kokota people of Santa Isabel Island in the Solomon Islands.
-
D.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
-
E.
Sa’och language
The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
- 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: Koho language Triple: [Koho people, language, Koho language]
Generated description
The Koho language is an Austroasiatic language spoken by the Koho ethnic group in Vietnam’s Central Highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koho language Target entity description: The Koho language is an Austroasiatic language spoken by the Koho ethnic group in Vietnam’s Central Highlands.
-
A.
Hoh language
The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
-
B.
Kioko language
The Kioko language is an Austronesian language of the Muna–Buton subgroup spoken by a small community in southeastern Sulawesi, Indonesia.
-
C.
Kokota language
The Kokota language is an Austronesian language spoken by the Kokota people of Santa Isabel Island in the Solomon Islands.
-
D.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
-
E.
Sa’och language
The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
- 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_69e0b503275c8190afd9a163f997c709 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc865ca88190abf336ee9012fa77 |
completed | April 21, 2026, 4:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09474c2ab48190af741ef36d0c334b |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a09487f34b8819092e72cc91c8f3ba2 |
completed | May 17, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a094921f1008190b5d1cb8afad547bd |
completed | May 17, 2026, 4:50 a.m. |
Created at: April 16, 2026, 2:02 p.m.