Triple
T21842867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eileen Chang |
E539297
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
Chang Ai-ling
Chang Ai-ling, better known as Eileen Chang, was a highly influential 20th-century Chinese writer renowned for her incisive portrayals of love, war, and urban life in Republican-era Shanghai and Hong Kong.
|
E1504843
|
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: Chang Ai-ling | Statement: [Eileen Chang, name, Chang Ai-ling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chang Ai-ling Context triple: [Eileen Chang, name, Chang Ai-ling]
-
A.
Chan Hsiu-ling
Chan Hsiu-ling is the wife of Taiwanese politician Su Tseng-chang, a prominent figure in Taiwan’s Democratic Progressive Party and former premier.
-
B.
Teng Yu-mei
Teng Yu-mei is a notable individual who bears the Chinese surname Teng and is recognized for contributing to the name’s cultural or historical prominence.
-
C.
Yang Kuei-mei
Yang Kuei-mei is a Taiwanese actress known for her acclaimed performances in art-house and independent films, particularly in collaborations with director Ang Lee.
-
D.
Liu Fang-yu
Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
-
E.
Wang Hui-ling
Wang Hui-ling is a Taiwanese screenwriter best known for co-writing acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Lust, Caution," often collaborating with director Ang Lee.
- 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: Chang Ai-ling Triple: [Eileen Chang, name, Chang Ai-ling]
Generated description
Chang Ai-ling, better known as Eileen Chang, was a highly influential 20th-century Chinese writer renowned for her incisive portrayals of love, war, and urban life in Republican-era Shanghai and Hong Kong.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chang Ai-ling Target entity description: Chang Ai-ling, better known as Eileen Chang, was a highly influential 20th-century Chinese writer renowned for her incisive portrayals of love, war, and urban life in Republican-era Shanghai and Hong Kong.
-
A.
Chan Hsiu-ling
Chan Hsiu-ling is the wife of Taiwanese politician Su Tseng-chang, a prominent figure in Taiwan’s Democratic Progressive Party and former premier.
-
B.
Teng Yu-mei
Teng Yu-mei is a notable individual who bears the Chinese surname Teng and is recognized for contributing to the name’s cultural or historical prominence.
-
C.
Yang Kuei-mei
Yang Kuei-mei is a Taiwanese actress known for her acclaimed performances in art-house and independent films, particularly in collaborations with director Ang Lee.
-
D.
Liu Fang-yu
Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
-
E.
Wang Hui-ling
Wang Hui-ling is a Taiwanese screenwriter best known for co-writing acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Lust, Caution," often collaborating with director Ang Lee.
- 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0a7ad76d48190a1905cfdbe866323 |
completed | April 28, 2026, 12:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bc8b0fc8190a1ce537e302a3458 |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4cbcf4f88190b62e37214f00c496 |
completed | May 17, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4d213ea48190b170e28b10a0c92f |
completed | May 17, 2026, 11:20 p.m. |
Created at: April 16, 2026, 6:55 p.m.