Triple
T18204584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ViT |
E435871
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Xiaohua Zhai
Xiaohua Zhai is a computer vision researcher known for co-introducing the Vision Transformer (ViT) architecture that applies transformer models to image recognition tasks.
|
E1313853
|
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: Xiaohua Zhai | Statement: [ViT, introducedBy, Xiaohua Zhai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xiaohua Zhai Context triple: [ViT, introducedBy, Xiaohua Zhai]
-
A.
Li Zhaolin
Li Zhaolin was a prominent Chinese communist military leader who played a key role in organizing and directing guerrilla resistance against Japanese occupation forces in Northeast China during the Second Sino-Japanese War.
-
B.
Zhai Xiaochuan
Zhai Xiaochuan is a Chinese professional basketball player known as a key forward for the Beijing Ducks and a regular member of the Chinese national team.
-
C.
Xing Li
Xing Li is the creator and original developer of FanFiction.net, one of the largest and earliest online archives for user-written fan fiction.
-
D.
Xing Li
Xing Li is a computer networking expert known for co-authoring IETF standards, including RFC 6145 on IPv4/IPv6 translation mechanisms.
-
E.
Yu Xuezhong
Yu Xuezhong was a prominent Chinese military leader associated with the Northeastern Army during the Republican era.
- 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: Xiaohua Zhai Triple: [ViT, introducedBy, Xiaohua Zhai]
Generated description
Xiaohua Zhai is a computer vision researcher known for co-introducing the Vision Transformer (ViT) architecture that applies transformer models to image recognition tasks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xiaohua Zhai Target entity description: Xiaohua Zhai is a computer vision researcher known for co-introducing the Vision Transformer (ViT) architecture that applies transformer models to image recognition tasks.
-
A.
Li Zhaolin
Li Zhaolin was a prominent Chinese communist military leader who played a key role in organizing and directing guerrilla resistance against Japanese occupation forces in Northeast China during the Second Sino-Japanese War.
-
B.
Zhai Xiaochuan
Zhai Xiaochuan is a Chinese professional basketball player known as a key forward for the Beijing Ducks and a regular member of the Chinese national team.
-
C.
Xing Li
Xing Li is the creator and original developer of FanFiction.net, one of the largest and earliest online archives for user-written fan fiction.
-
D.
Xing Li
Xing Li is a computer networking expert known for co-authoring IETF standards, including RFC 6145 on IPv4/IPv6 translation mechanisms.
-
E.
Yu Xuezhong
Yu Xuezhong was a prominent Chinese military leader associated with the Northeastern Army during the Republican era.
- 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_6a03ac61328c8190ac6c795e74d35705 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad67e85c81909759b40b9dfd2d12 |
completed | May 12, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03aede6ea481908bb9acdb2ff17e9a |
completed | May 12, 2026, 10:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.