Triple
T21607512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Papuan Tip language |
E533214
|
entity |
| Predicate | neighboringLanguageFamilies |
P38997
|
FINISHED |
| Object |
Koiarian languages
The Koiarian languages are a small family of Papuan languages spoken in the southeastern interior of Papua New Guinea, known for their significant linguistic diversity and relative isolation.
|
E1492342
|
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: Koiarian languages | Statement: [Central Papuan Tip language, neighboringLanguageFamilies, Koiarian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koiarian languages Context triple: [Central Papuan Tip language, neighboringLanguageFamilies, Koiarian languages]
-
A.
Kiwaian languages
The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
-
B.
Degiha languages
Degiha languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
-
C.
Jukunoid languages
Jukunoid languages are a branch of the Benue–Congo language family spoken primarily in central Nigeria, known for their diversity and close relationship to neighboring Plateau languages.
-
D.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
E.
Koroic languages
Koroic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their linguistic diversity and limited documentation.
- 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: Koiarian languages Triple: [Central Papuan Tip language, neighboringLanguageFamilies, Koiarian languages]
Generated description
The Koiarian languages are a small family of Papuan languages spoken in the southeastern interior of Papua New Guinea, known for their significant linguistic diversity and relative isolation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koiarian languages Target entity description: The Koiarian languages are a small family of Papuan languages spoken in the southeastern interior of Papua New Guinea, known for their significant linguistic diversity and relative isolation.
-
A.
Kiwaian languages
The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
-
B.
Degiha languages
Degiha languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
-
C.
Jukunoid languages
Jukunoid languages are a branch of the Benue–Congo language family spoken primarily in central Nigeria, known for their diversity and close relationship to neighboring Plateau languages.
-
D.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
E.
Koroic languages
Koroic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their linguistic diversity and limited documentation.
- 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_69e0c46364608190a337dc8720dc2a35 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef17e6378881908678dc903b8ba6ac |
completed | April 27, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09fd388c7481909af764ab8359924d |
completed | May 17, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a09fdf8a3f08190b3e1cf046920584d |
completed | May 17, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09fe7982748190ab3f61e7c2dc32ae |
completed | May 17, 2026, 5:44 p.m. |
Created at: April 16, 2026, 6:33 p.m.