Triple
T13416115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jiwaka Province |
E313218
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Waghi people
The Waghi people are an indigenous group of the Papua New Guinea highlands, known for their rich agricultural traditions, vibrant ceremonial culture, and use of the Waghi language.
|
E1189377
|
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: Waghi people | Statement: [Jiwaka Province, ethnicGroup, Waghi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waghi people Context triple: [Jiwaka Province, ethnicGroup, Waghi people]
-
A.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
B.
Warji people
The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
-
C.
Bagirmi people
The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
-
D.
Korwa people
The Korwa people are an indigenous tribal community of central and eastern India, traditionally forest-dwelling and known for their distinct culture, language, and subsistence practices.
-
E.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
- 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: Waghi people Triple: [Jiwaka Province, ethnicGroup, Waghi people]
Generated description
The Waghi people are an indigenous group of the Papua New Guinea highlands, known for their rich agricultural traditions, vibrant ceremonial culture, and use of the Waghi language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waghi people Target entity description: The Waghi people are an indigenous group of the Papua New Guinea highlands, known for their rich agricultural traditions, vibrant ceremonial culture, and use of the Waghi language.
-
A.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
B.
Warji people
The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
-
C.
Bagirmi people
The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
-
D.
Korwa people
The Korwa people are an indigenous tribal community of central and eastern India, traditionally forest-dwelling and known for their distinct culture, language, and subsistence practices.
-
E.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaeb6e904819098cc9153fd2feaf5 |
completed | April 12, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf0513f88190b2405ffc32f1e9c7 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd0bfc05881908d7223c52050ea14 |
completed | May 10, 2026, 12:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd159dbcc81908ac586a6b8de57cf |
completed | May 10, 2026, 12:29 a.m. |
Created at: April 9, 2026, 9:39 p.m.