Triple
T7991053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hung Hsiu-chu |
E186005
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object | Taiwanese Hokkien |
E123149
|
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: Taiwanese Hokkien | Statement: [Hung Hsiu-chu, languageSpoken, Taiwanese Hokkien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taiwanese Hokkien Context triple: [Hung Hsiu-chu, languageSpoken, Taiwanese Hokkien]
-
A.
Taiwanese Hokkien
chosen
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.
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.
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.
-
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.
- 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_69ca829c6c308190ab05b43d234c52b2 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c6fc19c8190b98023e257c2f4f2 |
completed | March 31, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbe17811081909c19f18c853617af |
completed | April 1, 2026, 6:41 a.m. |
Created at: March 30, 2026, 5:16 p.m.