Triple
T23060818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian Languages |
E574294
|
entity |
| Predicate | coversLanguageFamily |
P150821
|
FINISHED |
| Object | Malayo-Polynesian languages |
—
|
NE NERFINISHED |
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: Malayo-Polynesian languages | Statement: [Austronesian Languages, coversLanguageFamily, Malayo-Polynesian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malayo-Polynesian languages Context triple: [Austronesian Languages, coversLanguageFamily, Malayo-Polynesian languages]
-
A.
Malayo-Polynesian languages
chosen
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.
-
B.
Eastern Malayo-Polynesian languages
Eastern Malayo-Polynesian languages are a major branch of the Austronesian language family spoken primarily in eastern Indonesia, Melanesia, Micronesia, and Polynesia.
-
C.
Western Malayo-Polynesian languages
Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
-
D.
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.
-
E.
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.
- 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: coversLanguageFamily Context triple: [Austronesian Languages, coversLanguageFamily, Malayo-Polynesian languages]
-
A.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
-
B.
basedOnLanguageFamily
Indicates that one entity is derived from, structured according to, or otherwise determined by the language family to which another entity belongs.
-
C.
influencedLanguageFamily
Indicates that one language family has had a significant impact on the development, structure, or usage of another language family.
-
D.
studiesLanguageFamily
Indicates that an entity engages in the academic or systematic study of a particular language family.
-
E.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
- F. None of above. chosen
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_69e245ba7ae48190be606dbc54120e39 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1899ff96081908d89a07a3b1065c8 |
completed | April 29, 2026, 4:31 a.m. |
| PD | Predicate disambiguation | batch_69ef89d5f71881908b9f9d0c8aab278c |
completed | April 27, 2026, 4:07 p.m. |
| PDg | Predicate description generation | batch_69ef9b7494f4819088ae59ea3d0ae8ab |
completed | April 27, 2026, 5:23 p.m. |
Created at: April 17, 2026, 3:55 p.m.