Triple
T13434723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paranoid Park |
E320199
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Daniel Liu
Daniel Liu is an actor known for his role in the independent drama film "Paranoid Park," directed by Gus Van Sant.
|
E1042856
|
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: Daniel Liu | Statement: [Paranoid Park, hasCastMember, Daniel Liu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Liu Context triple: [Paranoid Park, hasCastMember, Daniel Liu]
-
A.
Mark Liu
Mark Liu is a prominent Taiwanese semiconductor executive best known as the former chairman of Taiwan Semiconductor Manufacturing Company (TSMC), a leading global chip foundry.
-
B.
Luke Chia-Liu Yuan
Luke Chia-Liu Yuan was a Chinese-American physicist and engineer known for his work in nuclear physics and for being part of a prominent scientific family that included his wife, experimental physicist Chien-Shiung Wu.
-
C.
Young Liu
Young Liu is a Taiwanese business executive best known as the chairman of Foxconn, the world’s largest electronics manufacturing services provider.
-
D.
Roger Yuan
Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
-
E.
Daniel Wu
Daniel Wu is a Hong Kong-American actor, director, and producer known for his roles in action and fantasy films as well as the TV series "Into the Badlands."
- 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: Daniel Liu Triple: [Paranoid Park, hasCastMember, Daniel Liu]
Generated description
Daniel Liu is an actor known for his role in the independent drama film "Paranoid Park," directed by Gus Van Sant.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Liu Target entity description: Daniel Liu is an actor known for his role in the independent drama film "Paranoid Park," directed by Gus Van Sant.
-
A.
Mark Liu
Mark Liu is a prominent Taiwanese semiconductor executive best known as the former chairman of Taiwan Semiconductor Manufacturing Company (TSMC), a leading global chip foundry.
-
B.
Luke Chia-Liu Yuan
Luke Chia-Liu Yuan was a Chinese-American physicist and engineer known for his work in nuclear physics and for being part of a prominent scientific family that included his wife, experimental physicist Chien-Shiung Wu.
-
C.
Young Liu
Young Liu is a Taiwanese business executive best known as the chairman of Foxconn, the world’s largest electronics manufacturing services provider.
-
D.
Roger Yuan
Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
-
E.
Daniel Wu
Daniel Wu is a Hong Kong-American actor, director, and producer known for his roles in action and fantasy films as well as the TV series "Into the Badlands."
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee29fec81908b07b4fca2922242 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7461f44b08190802290db7a4e6a5e |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f749b9b6408190a8a925051ccb2a4a |
completed | May 3, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74a13463081908ba204f0ec4931d1 |
completed | May 3, 2026, 1:13 p.m. |
Created at: April 9, 2026, 9:40 p.m.