Triple
T1204589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater North Borneo languages |
E25858
|
entity |
| Predicate | hasExampleLanguage |
P7390
|
FINISHED |
| Object | Malay language |
E23976
|
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: Malay language | Statement: [Greater North Borneo languages, hasExampleLanguage, Malay language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malay language Context triple: [Greater North Borneo languages, hasExampleLanguage, Malay language]
-
A.
Malay
chosen
Malay is an Austronesian language widely spoken in Southeast Asia and serves as a national or official language in several countries, including Malaysia, Indonesia (as Indonesian), Brunei, and Singapore.
-
B.
Malayic languages
Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
-
C.
Old Malay
Old Malay is an early historical form of the Malay language that served as a major lingua franca and literary language in maritime Southeast Asia.
-
D.
MALAYSIAN
MALAYSIAN is the radio callsign used by Malaysia Airlines for its commercial flight operations.
-
E.
Buginese language
Buginese language is an Austronesian language spoken primarily by the Bugis people of South Sulawesi, Indonesia, known for its traditional Lontara script and rich literary heritage.
- 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: hasExampleLanguage Context triple: [Greater North Borneo languages, hasExampleLanguage, Malay language]
-
A.
hasLanguageOn
Indicates that an entity uses or is associated with a particular language in a specific context, medium, or location.
-
B.
hasMemberLanguage
chosen
Indicates that one entity is a language that is a constituent or member of a larger language group, family, or collection represented by the other entity.
-
C.
hasLanguageEvidenceOf
Indicates that there is linguistic or textual evidence supporting, documenting, or attesting to the related entity or claim.
-
D.
hasSignificantLanguage
Indicates that an entity possesses a language that plays an important or primary role in its communication, identity, or functioning.
-
E.
hasProtoLanguage
Indicates that a language or language family originates from, or is derived from, a specified proto-language.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc0f8d08190b340012a9eb26275 |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3caed481908e9e4b6b9daa544d |
completed | March 7, 2026, 7:40 p.m. |
| PD | Predicate disambiguation | batch_69a4bb5ed2b88190aab992913957e1cf |
completed | March 1, 2026, 10:19 p.m. |
Created at: March 1, 2026, 7:46 p.m.