Triple
T21280812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chao-shiuan |
E524515
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Chang Chun-hsiung |
—
|
NE NERFINISHED |
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: Chang Chun-hsiung | Statement: [Liu Chao-shiuan, precededBy, Chang Chun-hsiung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chang Chun-hsiung Context triple: [Liu Chao-shiuan, precededBy, Chang Chun-hsiung]
-
A.
Chang Chun-hsiung
chosen
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
B.
Chang Chun-hung
Chang Chun-hung is a prominent Taiwanese opposition politician and democracy activist who played a leading role in the island’s pro-democracy dangwai movement before the end of one-party rule.
-
C.
Chien Yu-hsiu
Chien Yu-hsiu is a Taiwanese badminton player known for competing in international men’s and mixed doubles events.
-
D.
Chien Ming-ji
Chien Ming-ji is an individual notable for bearing the Chinese surname Chien, though specific widely known public details about him are limited.
-
E.
Chao Tze-chi
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b516293c819089458ea2ec85f85e |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d186988190a5b16fcb669ece9f |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:02 p.m.