Triple
T16935005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hokkien |
E410805
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Malaysian Hokkien
Malaysian Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese communities in Malaysia, characterized by influences from Malay, English, and other Chinese dialects.
|
E235326
|
NE FINISHED |
How this triple was built (4 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: Malaysian Hokkien | Statement: [Hokkien, hasDialects, Malaysian Hokkien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysian Hokkien Context triple: [Hokkien, hasDialects, Malaysian Hokkien]
-
A.
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.
-
B.
Taiwanese Hokkien
Taiwanese Hokkien is a Southern Min Chinese language variety widely spoken in Taiwan, where it serves as a major vernacular and cultural language alongside Mandarin.
-
C.
Philippine Hokkien
Philippine Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese Filipinos, characterized by influences from Tagalog, English, and Spanish.
-
D.
Singapore Hokkien
Singapore Hokkien is a regional variety of the Hokkien Chinese language spoken in Singapore, shaped by local Malay, English, and other Chinese dialect influences.
-
E.
Amoy Hokkien
Amoy Hokkien is a Southern Min Chinese dialect originating from the Xiamen (Amoy) region of Fujian, historically influential as a prestige variety and a major source for overseas Hokkien and Taiwanese speech.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Malaysian Hokkien Triple: [Hokkien, hasDialects, Malaysian Hokkien]
Generated description
Malaysian Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese communities in Malaysia, characterized by influences from Malay, English, and other Chinese dialects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malaysian Hokkien Target entity description: Malaysian Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese communities in Malaysia, characterized by influences from Malay, English, and other Chinese dialects.
-
A.
Penang Hokkien
chosen
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.
-
B.
Taiwanese Hokkien
Taiwanese Hokkien is a Southern Min Chinese language variety widely spoken in Taiwan, where it serves as a major vernacular and cultural language alongside Mandarin.
-
C.
Philippine Hokkien
Philippine Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese Filipinos, characterized by influences from Tagalog, English, and Spanish.
-
D.
Singapore Hokkien
Singapore Hokkien is a regional variety of the Hokkien Chinese language spoken in Singapore, shaped by local Malay, English, and other Chinese dialect influences.
-
E.
Amoy Hokkien
Amoy Hokkien is a Southern Min Chinese dialect originating from the Xiamen (Amoy) region of Fujian, historically influential as a prestige variety and a major source for overseas Hokkien and Taiwanese speech.
- F. None of above.
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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cf2899608190a6bacdce9d4ceb84 |
completed | April 18, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc024d7c8190b8055833ed8908d5 |
completed | May 10, 2026, 7:26 p.m. |
| NEDg | Description generation | batch_6a0114d33cac819083d8e542ea5bc274 |
completed | May 10, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0115c583608190bf07ac205399f253 |
completed | May 10, 2026, 11:33 p.m. |
Created at: April 10, 2026, 5:30 a.m.