Triple
T18205129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swin Transformer |
E435882
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Zheng Zhang
Zheng Zhang is a computer vision and deep learning researcher known for co-authoring the influential Swin Transformer architecture for visual recognition tasks.
|
E1368137
|
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: Zheng Zhang | Statement: [Swin Transformer, coAuthor, Zheng Zhang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zheng Zhang Context triple: [Swin Transformer, coAuthor, Zheng Zhang]
-
A.
Zheng Shangyou
Zheng Shangyou is a Chinese climbing-style card game that served as a key predecessor to the popular game Big Two.
-
B.
Zhang Qi
Zhang Qi was a high-ranking Qing dynasty official who served as the Governor-General (Viceroy) overseeing the important southern provinces of Guangdong and Guangxi, collectively known as Liangguang.
-
C.
Zhang Wenqi
Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
-
D.
Zheng Jiang
Zheng Jiang is a Chinese screenwriter best known for co-writing the acclaimed 1992 film "The Story of Qiu Ju," directed by Zhang Yimou.
-
E.
Zhang Xueming
Zhang Xueming was a Chinese warlord-era figure and son of Manchurian military leader Zhang Zuolin, associated with the complex politics of Northeast China in the early 20th century.
- 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: Zheng Zhang Triple: [Swin Transformer, coAuthor, Zheng Zhang]
Generated description
Zheng Zhang is a computer vision and deep learning researcher known for co-authoring the influential Swin Transformer architecture for visual recognition tasks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zheng Zhang Target entity description: Zheng Zhang is a computer vision and deep learning researcher known for co-authoring the influential Swin Transformer architecture for visual recognition tasks.
-
A.
Zheng Shangyou
Zheng Shangyou is a Chinese climbing-style card game that served as a key predecessor to the popular game Big Two.
-
B.
Zhang Qi
Zhang Qi was a high-ranking Qing dynasty official who served as the Governor-General (Viceroy) overseeing the important southern provinces of Guangdong and Guangxi, collectively known as Liangguang.
-
C.
Zhang Wenqi
Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
-
D.
Zheng Jiang
Zheng Jiang is a Chinese screenwriter best known for co-writing the acclaimed 1992 film "The Story of Qiu Ju," directed by Zhang Yimou.
-
E.
Zhang Xueming
Zhang Xueming was a Chinese warlord-era figure and son of Manchurian military leader Zhang Zuolin, associated with the complex politics of Northeast China in the early 20th century.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a070e5577d08190875d8a408ca80e51 |
completed | May 15, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_6a070f388fb88190ba66f6b61db40d92 |
completed | May 15, 2026, 12:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071018f61881908ace460b83dac186 |
completed | May 15, 2026, 12:22 p.m. |
Created at: April 10, 2026, 10:32 a.m.