Triple
T2054417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hokkien language |
E45641
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
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.
|
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: Penang Hokkien | Statement: [Hokkien language, hasDialect, Penang Hokkien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penang Hokkien Context triple: [Hokkien language, hasDialect, Penang Hokkien]
-
A.
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.
-
B.
Taiwanese Hakka
Taiwanese Hakka is a variety of the Hakka Chinese language spoken primarily by Hakka communities in Taiwan, characterized by distinct phonological and lexical features compared to other Hakka dialects.
-
C.
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.
-
D.
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.
-
E.
Teochew
Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
- 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: Penang Hokkien Triple: [Hokkien language, hasDialect, Penang Hokkien]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penang Hokkien Target entity description: 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.
-
A.
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.
-
B.
Taiwanese Hakka
Taiwanese Hakka is a variety of the Hakka Chinese language spoken primarily by Hakka communities in Taiwan, characterized by distinct phonological and lexical features compared to other Hakka dialects.
-
C.
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.
-
D.
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.
-
E.
Teochew
Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
- 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9a8518081909ba95a8ef9321f12 |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305036d481908120f74426d02ed5 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae31e8373881908feebeff7efb6852 |
completed | March 9, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae328efda081908f2188ef3186ebad |
completed | March 9, 2026, 2:38 a.m. |
Created at: March 4, 2026, 7:40 p.m.