Triple
T7208423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CMP languages |
E148733
|
entity |
| Predicate | neighboringTo |
P75455
|
FINISHED |
| Object | Central–Eastern Malayo-Polynesian languages |
E27800
|
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: Central–Eastern Malayo-Polynesian languages | Statement: [CMP languages, neighboringTo, Central–Eastern Malayo-Polynesian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central–Eastern Malayo-Polynesian languages Context triple: [CMP languages, neighboringTo, Central–Eastern Malayo-Polynesian languages]
-
A.
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.
-
B.
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.
-
C.
Central Malayo-Polynesian languages
chosen
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
-
D.
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.
-
E.
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.
- 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: neighboringTo Context triple: [CMP languages, neighboringTo, Central–Eastern Malayo-Polynesian languages]
-
A.
isAdjacentTo
Indicates that one entity is directly next to or bordering another without anything of the same type in between.
-
B.
neighboringRegion
Indicates that two regions share a common boundary or are directly adjacent to each other geographically.
-
C.
innerNeighbor
Indicates that one entity is directly adjacent to another entity on the inside or interior side of a boundary or structure.
-
D.
outerNeighbor
Indicates that one entity is adjacent to another from the outside, typically sharing a boundary but not being contained within it.
-
E.
neighboringFamily
Indicates that one family lives next to or very close to another family, forming a direct neighborhood relationship.
- 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_69c687e8cf188190b5f3ecffd681f04e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e96ae4dc8190b0b9e064ff968c10 |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c91f49faec8190b4920097d52896f3 |
completed | March 29, 2026, 12:47 p.m. |
| PD | Predicate disambiguation | batch_69c6e75f84e481909e7866186ae80cff |
completed | March 27, 2026, 8:23 p.m. |
| PDg | Predicate description generation | batch_69c6e889854481908c765ce2107f2d3a |
completed | March 27, 2026, 8:28 p.m. |
Created at: March 27, 2026, 2:52 p.m.