Triple
T21570306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Playdom |
E532264
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
James Liu
James Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
|
E1492630
|
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: James Liu | Statement: [Playdom, foundedBy, James Liu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Liu Context triple: [Playdom, foundedBy, James Liu]
-
A.
Sam Liu
Sam Liu is an American animation director best known for his extensive work on DC Comics animated films and television series.
-
B.
Jimmy Liu
Jimmy Liu is an actor best known for his role in the television adaptation of the graphic novel "American Born Chinese."
-
C.
William Li
William Li is a Chinese entrepreneur best known as the founder and CEO of the electric vehicle company NIO.
-
D.
Michael Li
Michael Li is an entrepreneur best known as a co-founder of Playdom, a social gaming company that became a major developer of games for social networks.
-
E.
Ian Chen
Ian Chen is a Taiwanese-American child actor best known for his roles in the TV series "Fresh Off the Boat" and the superhero film "Shazam!".
- 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: James Liu Triple: [Playdom, foundedBy, James Liu]
Generated description
James Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Liu Target entity description: James Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
-
A.
Sam Liu
Sam Liu is an American animation director best known for his extensive work on DC Comics animated films and television series.
-
B.
Jimmy Liu
Jimmy Liu is an actor best known for his role in the television adaptation of the graphic novel "American Born Chinese."
-
C.
William Li
William Li is a Chinese entrepreneur best known as the founder and CEO of the electric vehicle company NIO.
-
D.
Michael Li
chosen
Michael Li is an entrepreneur best known as a co-founder of Playdom, a social gaming company that became a major developer of games for social networks.
-
E.
Ian Chen
Ian Chen is a Taiwanese-American child actor best known for his roles in the TV series "Fresh Off the Boat" and the superhero film "Shazam!".
- F. None of above.
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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eee9cc5c448190887a836f577d01ba |
completed | April 27, 2026, 4:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f84d720819097d3eb066cee852b |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a10106ab4819096045effbbdfe95e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10c8c5bc8190add0ee63eb338964 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:30 p.m.