Triple
T1431849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central–Eastern Oceanic languages |
E30464
|
entity |
| Predicate | hasLinguisticFamily |
P24621
|
FINISHED |
| Object | Austronesian |
E4098
|
NE FINISHED |
How this triple was built (3 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 | Statement: [Central–Eastern Oceanic languages, hasLinguisticFamily, Austronesian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austronesian Context triple: [Central–Eastern Oceanic languages, hasLinguisticFamily, Austronesian]
-
A.
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.
-
B.
Proto-Austronesian
Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
-
C.
Austroasiatic
Austroasiatic is a large and ancient language family of mainland Southeast Asia and parts of South Asia, including languages such as Khmer, Vietnamese, and Mon.
-
D.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLinguisticFamily Context triple: [Central–Eastern Oceanic languages, hasLinguisticFamily, Austronesian]
-
A.
languageFamilyBranchOf
chosen
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
B.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
C.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
D.
languageOfFamily
Indicates the language or languages commonly used or associated with a particular family.
-
E.
influencedLanguageFamily
Indicates that one language family has had a significant impact on the development, structure, or usage of another language family.
- F. None of above.
Provenance (4 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c500a9888190a16fbb1ec97a79c9 |
completed | March 1, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37371fbc08190abc2d3a1dd2f4e9a |
completed | March 13, 2026, 2:16 a.m. |
| PD | Predicate disambiguation | batch_69a4c4771c9481908ae47c959debbe77 |
completed | March 1, 2026, 10:57 p.m. |
Created at: March 1, 2026, 8 p.m.