Triple
T13957886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chimbu people |
E335713
|
entity |
| Predicate | speak |
P741
|
FINISHED |
| Object |
Chuave language
The Chuave language is an indigenous Papuan language of the Chimbu (Simbu) region in Papua New Guinea, traditionally spoken by the Chimbu people.
|
E1071360
|
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: Chuave language | Statement: [Chimbu people, speak, Chuave language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuave language Context triple: [Chimbu people, speak, Chuave language]
-
A.
Chuwabu language
The Chuwabu language is a Bantu language spoken in Mozambique, closely related to other Makua languages and used primarily by the Chuwabu people.
-
B.
Chol language
Chol language is a Mayan language spoken by the Chʼol people of southern Mexico, particularly in and around the Lacandon Jungle region of Chiapas.
-
C.
Chumburung language
The Chumburung language is a Niger-Congo language spoken primarily by the Chumburung people in Ghana.
-
D.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
E.
Chut language
Chut language is a Vietic language spoken by the Chut ethnic group in parts of central Vietnam.
- 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: Chuave language Triple: [Chimbu people, speak, Chuave language]
Generated description
The Chuave language is an indigenous Papuan language of the Chimbu (Simbu) region in Papua New Guinea, traditionally spoken by the Chimbu people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuave language Target entity description: The Chuave language is an indigenous Papuan language of the Chimbu (Simbu) region in Papua New Guinea, traditionally spoken by the Chimbu people.
-
A.
Chuwabu language
The Chuwabu language is a Bantu language spoken in Mozambique, closely related to other Makua languages and used primarily by the Chuwabu people.
-
B.
Chol language
Chol language is a Mayan language spoken by the Chʼol people of southern Mexico, particularly in and around the Lacandon Jungle region of Chiapas.
-
C.
Chumburung language
The Chumburung language is a Niger-Congo language spoken primarily by the Chumburung people in Ghana.
-
D.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
E.
Chut language
Chut language is a Vietic language spoken by the Chut ethnic group in parts of central Vietnam.
- 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.