Triple
T223476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malay peoples |
E4265
|
entity |
| Predicate | speak |
P741
|
FINISHED |
| Object | Malay language |
—
|
LITERAL FINISHED |
How this triple was built (2 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: [Malay peoples, speak, Malay language]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: speak Context triple: [Malay peoples, speak, Malay language]
-
A.
speechAct
Indicates that one entity performs a communicative action (such as stating, asking, commanding, or promising) directed toward another entity or audience.
-
B.
spokenForm
Indicates the way something is pronounced or expressed in spoken language, as opposed to its written or symbolic form.
-
C.
vocalization
Indicates the act or manner of producing sounds or calls, typically as a means of communication.
-
D.
languagesSpoken
chosen
Indicates that an entity is able to communicate using one or more specified languages.
-
E.
typicalSpeaker
Indicates that the subject is a prototypical or characteristic speaker or source of utterances in the context of the object.
- F. None of above.
Provenance (3 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25dec53ac8190912f3d79576131fa |
completed | Feb. 28, 2026, 3:15 a.m. |
| PD | Predicate disambiguation | batch_69a25b5739dc8190bad8bfa330ce0499 |
completed | Feb. 28, 2026, 3:04 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.