Triple
T21607480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Papuan Tip language |
E533214
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Bwanabwana–Anuki languages
The Bwanabwana–Anuki languages are a small subgroup of closely related Austronesian languages spoken in the Central Papuan Tip region of Papua New Guinea.
|
E1492333
|
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: Bwanabwana–Anuki languages | Statement: [Central Papuan Tip language, hasSubgroup, Bwanabwana–Anuki languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bwanabwana–Anuki languages Context triple: [Central Papuan Tip language, hasSubgroup, Bwanabwana–Anuki languages]
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Baka–Gundi languages
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
-
C.
Kamuku languages
The Kamuku languages are a small group of closely related Benue–Congo languages spoken primarily by the Kamuku people of northwestern Nigeria.
-
D.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
E.
Makaa–Njem languages
The Makaa–Njem languages are a group of closely related Bantu languages spoken primarily in southern Cameroon, Gabon, and neighboring Central African regions.
- 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: Bwanabwana–Anuki languages Triple: [Central Papuan Tip language, hasSubgroup, Bwanabwana–Anuki languages]
Generated description
The Bwanabwana–Anuki languages are a small subgroup of closely related Austronesian languages spoken in the Central Papuan Tip region of Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bwanabwana–Anuki languages Target entity description: The Bwanabwana–Anuki languages are a small subgroup of closely related Austronesian languages spoken in the Central Papuan Tip region of Papua New Guinea.
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Baka–Gundi languages
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
-
C.
Kamuku languages
The Kamuku languages are a small group of closely related Benue–Congo languages spoken primarily by the Kamuku people of northwestern Nigeria.
-
D.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
E.
Makaa–Njem languages
The Makaa–Njem languages are a group of closely related Bantu languages spoken primarily in southern Cameroon, Gabon, and neighboring Central African regions.
- 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.