Triple
T16105955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Better Luck Tomorrow |
E390738
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Parry Shen
Parry Shen is an American actor best known for his lead role in the indie film "Better Luck Tomorrow" and for his long-running portrayal of Brad Cooper on the soap opera "General Hospital."
|
E1195146
|
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: Parry Shen | Statement: [Better Luck Tomorrow, castMember, Parry Shen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parry Shen Context triple: [Better Luck Tomorrow, castMember, Parry Shen]
-
A.
Kar-ying
Kar-ying is the given name of Law Kar-ying, a veteran Hong Kong actor and Cantonese opera performer known for his roles in film and television.
-
B.
Ding Archer
Ding Archer is a musician best known as a member of the influential English post-punk band The Fall.
-
C.
Chee-hwa
Chee-hwa is the given name of Tung Chee-hwa, the first Chief Executive of the Hong Kong Special Administrative Region after its 1997 handover to China.
-
D.
Juke Wong
Juke Wong is a music producer known for his work on the track "Slide Around."
-
E.
Han Lue
Han Lue is a laid-back, skilled street racer and heist crew member in the Fast & Furious franchise, known for his calm demeanor, drifting talent, and constant snacking.
- 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: Parry Shen Triple: [Better Luck Tomorrow, castMember, Parry Shen]
Generated description
Parry Shen is an American actor best known for his lead role in the indie film "Better Luck Tomorrow" and for his long-running portrayal of Brad Cooper on the soap opera "General Hospital."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Parry Shen Target entity description: Parry Shen is an American actor best known for his lead role in the indie film "Better Luck Tomorrow" and for his long-running portrayal of Brad Cooper on the soap opera "General Hospital."
-
A.
Kar-ying
Kar-ying is the given name of Law Kar-ying, a veteran Hong Kong actor and Cantonese opera performer known for his roles in film and television.
-
B.
Ding Archer
Ding Archer is a musician best known as a member of the influential English post-punk band The Fall.
-
C.
Chee-hwa
Chee-hwa is the given name of Tung Chee-hwa, the first Chief Executive of the Hong Kong Special Administrative Region after its 1997 handover to China.
-
D.
Juke Wong
Juke Wong is a music producer known for his work on the track "Slide Around."
-
E.
Han Lue
Han Lue is a laid-back, skilled street racer and heist crew member in the Fast & Furious franchise, known for his calm demeanor, drifting talent, and constant snacking.
- 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff6d81d081909e1315f4dbfd7369 |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeba1e4c08190a90f5102e0038056 |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffed3d57388190a4d0faa58ee2a27b |
completed | May 10, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffedfb88a881909e6adbb3a372246b |
completed | May 10, 2026, 2:31 a.m. |
Created at: April 10, 2026, 5 a.m.