Triple
T10170827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penang Hokkien |
E235326
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Peranakan Chinese in Penang |
E271177
|
NE 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: Peranakan Chinese in Penang | Statement: [Penang Hokkien, usedBy, Peranakan Chinese in Penang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peranakan Chinese in Penang Context triple: [Penang Hokkien, usedBy, Peranakan Chinese in Penang]
-
A.
Peranakan Chinese
chosen
Peranakan Chinese are a culturally distinct community of mixed Chinese and local Southeast Asian heritage, known for their unique blend of Chinese, Malay, and colonial influences in language, cuisine, dress, and customs.
-
B.
Singaporean Malays
Singaporean Malays are the indigenous Malay ethnic community of Singapore, known for their distinct cultural traditions, Malay language heritage, and significant contributions to the nation’s social and cultural landscape.
-
C.
Penang Hokkien
Penang Hokkien is a distinctive variety of Hokkien spoken in Penang, Malaysia, notable for its heavy incorporation of Malay and English loanwords and its role as a key lingua franca among local Chinese communities.
-
D.
Chinese Malaysians
Chinese Malaysians are a major ethnic minority in Malaysia, largely descended from Chinese immigrants, who play a significant role in the country’s commerce, culture, and politics while maintaining distinct linguistic and cultural traditions.
-
E.
Kadazan-Dusun
Kadazan-Dusun are an indigenous ethnic group of Sabah, Malaysia, known for their distinct language, rice-farming traditions, and cultural festivals such as Kaamatan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec9d36608190be78665cc3410cf2 |
completed | April 2, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300f7aafc8190be874efc755bd188 |
completed | April 6, 2026, 12:40 a.m. |
Created at: March 30, 2026, 9:10 p.m.