Triple
T200639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
North Bornean languages
North Bornean languages are a subgroup of the Austronesian language family spoken primarily in northern Borneo, encompassing several related indigenous languages of the region.
|
E4098
|
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: North Bornean languages | Statement: [Austronesian languages, hasSubfamily, North Bornean languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Bornean languages Context triple: [Austronesian languages, hasSubfamily, North Bornean languages]
-
A.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
B.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
C.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
D.
Dayak peoples
The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
-
E.
Ipai language
The Ipai language is a Native American language traditionally spoken by the Kumeyaay (Ipai) people of southern California and northern Baja California.
- 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: North Bornean languages Triple: [Austronesian languages, hasSubfamily, North Bornean languages]
Generated description
North Bornean languages are a subgroup of the Austronesian language family spoken primarily in northern Borneo, encompassing several related indigenous languages of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Bornean languages Target entity description: North Bornean languages are a subgroup of the Austronesian language family spoken primarily in northern Borneo, encompassing several related indigenous languages of the region.
-
A.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
B.
Austronesian languages
chosen
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
C.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
D.
Dayak peoples
The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
-
E.
Ipai language
The Ipai language is a Native American language traditionally spoken by the Kumeyaay (Ipai) people of southern California and northern Baja California.
- F. None of above.
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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3232f11a08190ad532c68d9e8e2da |
completed | Feb. 28, 2026, 5:17 p.m. |
| NEDg | Description generation | batch_69a3244be2b48190a44c07f04ddc623d |
completed | Feb. 28, 2026, 5:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a324b5516c8190bda5ecb3c4c0d370 |
completed | Feb. 28, 2026, 5:24 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.