Triple
T13957889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chimbu people |
E335713
|
entity |
| Predicate | speak |
P741
|
FINISHED |
| Object |
Salt-Yui language
The Salt-Yui language is a Papuan language spoken by the Chimbu people of Papua New Guinea.
|
E1071363
|
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: Salt-Yui language | Statement: [Chimbu people, speak, Salt-Yui language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Salt-Yui language Context triple: [Chimbu people, speak, Salt-Yui language]
-
A.
Tai Yo language
The Tai Yo language is a Southwestern Tai language spoken by the Tai Yo ethnic group in parts of Vietnam, Laos, and Thailand.
-
B.
Yami language
The Yami language is an Austronesian language spoken by the Tao (Yami) people of Orchid Island in Taiwan, known for preserving many archaic features within the Batanic subgroup.
-
C.
Yavitero language
The Yavitero language is an extinct Arawakan language once spoken by the Yavitero people along the Orinoco River region of Venezuela and Colombia.
-
D.
Keiga language
The Keiga language is a Kadu (Kadugli) language spoken by the Keiga people in the Nuba Mountains region of Sudan.
-
E.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
- 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: Salt-Yui language Triple: [Chimbu people, speak, Salt-Yui language]
Generated description
The Salt-Yui language is a Papuan language spoken by the Chimbu people of Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Salt-Yui language Target entity description: The Salt-Yui language is a Papuan language spoken by the Chimbu people of Papua New Guinea.
-
A.
Tai Yo language
The Tai Yo language is a Southwestern Tai language spoken by the Tai Yo ethnic group in parts of Vietnam, Laos, and Thailand.
-
B.
Yami language
The Yami language is an Austronesian language spoken by the Tao (Yami) people of Orchid Island in Taiwan, known for preserving many archaic features within the Batanic subgroup.
-
C.
Yavitero language
The Yavitero language is an extinct Arawakan language once spoken by the Yavitero people along the Orinoco River region of Venezuela and Colombia.
-
D.
Keiga language
The Keiga language is a Kadu (Kadugli) language spoken by the Keiga people in the Nuba Mountains region of Sudan.
-
E.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e7a34f08190aa0d88b66154f268 |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1d490048190b28cb44dd4ec46c4 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba5646cb48190acd932f6fbd6fe62 |
completed | May 6, 2026, 8:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba6525d0c8190a1ab15881030c11c |
completed | May 6, 2026, 8:36 p.m. |
Created at: April 9, 2026, 10:17 p.m.