Triple
T22932838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behoa language |
E569486
|
entity |
| Predicate | geneticClassification |
P6736
|
FINISHED |
| Object |
Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa
The Behoa language is a lesser-known Austronesian language spoken by the Behoa people in Central Sulawesi, Indonesia, and is part of the Badaic subgroup within the Kaili–Pamona branch.
|
E1562344
|
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: Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa | Statement: [Behoa language, geneticClassification, Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa Context triple: [Behoa language, geneticClassification, Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa]
-
A.
Austronesian > Malayo-Polynesian > Oceanic > Western Oceanic > Meso-Melanesian
Notsi is a lesser-known Oceanic language spoken in Papua New Guinea, belonging to the Meso-Melanesian branch of the Austronesian language family.
-
B.
Austronesian > Malayo-Polynesian > Central-Eastern Malayo-Polynesian > Timor–Babar > Rote
The Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in eastern Indonesia.
-
C.
Proto-Malayo-Polynesian language
Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
-
D.
Proto-Eastern Malayo-Polynesian
Proto-Eastern Malayo-Polynesian is the reconstructed ancestral language hypothesized to have given rise to the Eastern branch of the Malayo-Polynesian language family.
-
E.
Philippine Austronesian languages
Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
- 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: Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa Triple: [Behoa language, geneticClassification, Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa]
Generated description
The Behoa language is a lesser-known Austronesian language spoken by the Behoa people in Central Sulawesi, Indonesia, and is part of the Badaic subgroup within the Kaili–Pamona branch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austronesian > Malayo-Polynesian > Celebic > Kaili–Pamona > Badaic > Behoa Target entity description: The Behoa language is a lesser-known Austronesian language spoken by the Behoa people in Central Sulawesi, Indonesia, and is part of the Badaic subgroup within the Kaili–Pamona branch.
-
A.
Austronesian > Malayo-Polynesian > Oceanic > Western Oceanic > Meso-Melanesian
Notsi is a lesser-known Oceanic language spoken in Papua New Guinea, belonging to the Meso-Melanesian branch of the Austronesian language family.
-
B.
Austronesian > Malayo-Polynesian > Central-Eastern Malayo-Polynesian > Timor–Babar > Rote
The Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in eastern Indonesia.
-
C.
Proto-Malayo-Polynesian language
Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
-
D.
Proto-Eastern Malayo-Polynesian
Proto-Eastern Malayo-Polynesian is the reconstructed ancestral language hypothesized to have given rise to the Eastern branch of the Malayo-Polynesian language family.
-
E.
Philippine Austronesian languages
Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
- 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_69e2458f7d008190901dccbaebeaba24 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181337ff881909d90cf3f5bae7516 |
completed | April 29, 2026, 3:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bc24ea8bc8190bb7cb6e9475d6641 |
completed | May 19, 2026, 1:52 a.m. |
| NEDg | Description generation | batch_6a0bc3dea31c8190ab517e43c9061eec |
completed | May 19, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bc46fd3d0819094a532a8d6a0b9b2 |
completed | May 19, 2026, 2:01 a.m. |
Created at: April 17, 2026, 3:44 p.m.