Triple
T18504838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawn Johnson |
E452172
|
entity |
| Predicate | headCoach |
P256
|
FINISHED |
| Object |
Liang Chow
Liang Chow is a renowned Chinese-American gymnastics coach best known for training Olympic champions such as Shawn Johnson and Gabby Douglas.
|
E1327902
|
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: Liang Chow | Statement: [Shawn Johnson, headCoach, Liang Chow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Chow Context triple: [Shawn Johnson, headCoach, Liang Chow]
-
A.
Michael Chow
Michael Chow is a Chinese-born British restaurateur, actor, and art collector best known as the founder of the upscale Mr Chow restaurant chain.
-
B.
David Chiang
David Chiang is a renowned Hong Kong actor and martial arts film star, best known for his prolific work in classic Shaw Brothers productions of the 1970s.
-
C.
Chow Chung
Chow Chung was a Hong Kong actor known for his supporting roles in numerous Cantonese films and television dramas from the mid-20th century.
-
D.
Willie Chan
Willie Chan was a prominent Hong Kong film producer and talent manager best known for his long-time collaboration with Jackie Chan and his influential role in the Hong Kong action cinema industry.
-
E.
Hau Lee
Hau Lee is a prominent operations and supply chain management scholar known for his influential research on global supply networks and his long-standing professorship at Stanford Graduate School of Business.
- 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: Liang Chow Triple: [Shawn Johnson, headCoach, Liang Chow]
Generated description
Liang Chow is a renowned Chinese-American gymnastics coach best known for training Olympic champions such as Shawn Johnson and Gabby Douglas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Chow Target entity description: Liang Chow is a renowned Chinese-American gymnastics coach best known for training Olympic champions such as Shawn Johnson and Gabby Douglas.
-
A.
Michael Chow
Michael Chow is a Chinese-born British restaurateur, actor, and art collector best known as the founder of the upscale Mr Chow restaurant chain.
-
B.
David Chiang
David Chiang is a renowned Hong Kong actor and martial arts film star, best known for his prolific work in classic Shaw Brothers productions of the 1970s.
-
C.
Chow Chung
Chow Chung was a Hong Kong actor known for his supporting roles in numerous Cantonese films and television dramas from the mid-20th century.
-
D.
Willie Chan
Willie Chan was a prominent Hong Kong film producer and talent manager best known for his long-time collaboration with Jackie Chan and his influential role in the Hong Kong action cinema industry.
-
E.
Hau Lee
Hau Lee is a prominent operations and supply chain management scholar known for his influential research on global supply networks and his long-standing professorship at Stanford Graduate School of Business.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53341063c81908361b0eb78794145 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0471456b348190a6bf62f1614f3d07 |
completed | May 13, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a0472fee3a88190aa0cb5a8ff0af66a |
completed | May 13, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0473fa3c5c8190aad12a5d952a796a |
completed | May 13, 2026, 12:52 p.m. |
Created at: April 10, 2026, 11:36 a.m.