Triple
T17749454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curse of the Golden Flower |
E443074
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Bian Zhihong
Bian Zhihong is a screenwriter best known for co-writing the lavish historical drama film "Curse of the Golden Flower" directed by Zhang Yimou.
|
E1360058
|
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: Bian Zhihong | Statement: [Curse of the Golden Flower, writer, Bian Zhihong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bian Zhihong Context triple: [Curse of the Golden Flower, writer, Bian Zhihong]
-
A.
Jiang Wenli
Jiang Wenli is a renowned Chinese actress celebrated for her versatile performances in film and television dramas.
-
B.
Zhao Bingjun
Zhao Bingjun was an early Republican Chinese politician who served as a key government leader during the formative years of the Republic of China.
-
C.
Liang Xiaosheng
Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
-
D.
Gao Hong
Gao Hong is a former Chinese women's football goalkeeper renowned for her standout performances for China’s national team, including at the FIFA Women's World Cup.
-
E.
Zhang Boling
Zhang Boling was a prominent Chinese educator and reformer best known for establishing the influential Nankai school system and shaping modern Chinese education.
- 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: Bian Zhihong Triple: [Curse of the Golden Flower, writer, Bian Zhihong]
Generated description
Bian Zhihong is a screenwriter best known for co-writing the lavish historical drama film "Curse of the Golden Flower" directed by Zhang Yimou.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bian Zhihong Target entity description: Bian Zhihong is a screenwriter best known for co-writing the lavish historical drama film "Curse of the Golden Flower" directed by Zhang Yimou.
-
A.
Jiang Wenli
Jiang Wenli is a renowned Chinese actress celebrated for her versatile performances in film and television dramas.
-
B.
Zhao Bingjun
Zhao Bingjun was an early Republican Chinese politician who served as a key government leader during the formative years of the Republic of China.
-
C.
Liang Xiaosheng
Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
-
D.
Gao Hong
Gao Hong is a former Chinese women's football goalkeeper renowned for her standout performances for China’s national team, including at the FIFA Women's World Cup.
-
E.
Zhang Boling
Zhang Boling was a prominent Chinese educator and reformer best known for establishing the influential Nankai school system and shaping modern Chinese education.
- 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48418c0188190beb31809b40e4648 |
completed | April 19, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e6528cf08190a304eebf76d8b79b |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e96742c8819086680fb949f8f1bc |
completed | May 14, 2026, 3:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05ea69dea48190b97663a859645200 |
completed | May 14, 2026, 3:29 p.m. |
Created at: April 10, 2026, 10:10 a.m.