Triple
T1337509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Caledonian–Loyalty languages |
E28786
|
entity |
| Predicate | macroFamily |
P27907
|
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: [New Caledonian–Loyalty languages, macroFamily, Austronesian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austronesian Context triple: [New Caledonian–Loyalty languages, macroFamily, 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.
Austronesian peoples
Austronesian peoples are a widespread ethnolinguistic group originating from Taiwan and Island Southeast Asia whose seafaring descendants settled across the Pacific and Indian Oceans, including Polynesia, Micronesia, Melanesia, and Madagascar.
- 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: macroFamily Context triple: [New Caledonian–Loyalty languages, macroFamily, Austronesian]
-
A.
scriptFamily
Indicates that one writing system belongs to the same broader script group or classification as another.
-
B.
patternFamily
Indicates that one entity belongs to, or is categorized within, a family or group of related patterns defined by the other entity.
-
C.
majorFamily
Indicates that one entity belongs to or is a primary member of the same family group or lineage as another entity.
-
D.
typeFamily
Indicates that one entity is classified as a family-related type or belongs to a family category in relation to another entity.
-
E.
containsFamily
Indicates that one entity includes or encompasses members of a particular family group within it.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1edda1c81909a1149b254b0d57e |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d762bb0819092685731269e57c4 |
completed | March 9, 2026, 5:41 a.m. |
| PD | Predicate disambiguation | batch_69a4bef174708190a07bbc697fe19a2d |
completed | March 1, 2026, 10:34 p.m. |
| PDg | Predicate description generation | batch_69a4c1bf31988190a659f48fe018f4bc |
completed | March 1, 2026, 10:46 p.m. |
Created at: March 1, 2026, 7:55 p.m.