Triple
T22161131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prison Playbook |
E547670
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Lee Kyu-hyung
Lee Kyu-hyung is a South Korean actor known for his versatile performances in television dramas, films, and theater.
|
E1523531
|
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: Lee Kyu-hyung | Statement: [Prison Playbook, castMember, Lee Kyu-hyung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lee Kyu-hyung Context triple: [Prison Playbook, castMember, Lee Kyu-hyung]
-
A.
Lee Jun-hyuk
Lee Jun-hyuk is a South Korean actor known for his roles in television dramas and films, including the fantasy blockbuster series "Along with the Gods."
-
B.
Kim Woo-hyung
Kim Woo-hyung is a South Korean cinematographer known for his work on notable films including the historical thriller "Assassination."
-
C.
Kim Tae-hyung
Kim Tae-hyung is a South Korean film director best known for his work in the horror and thriller genres.
-
D.
Cho Yong-hyung
Cho Yong-hyung is a South Korean former professional footballer known for his role as a central defender and his appearances with the South Korean national team, including at the FIFA World Cup.
-
E.
Cho Kyuhyun
Cho Kyuhyun is a South Korean singer, musical theatre actor, and television personality best known as a main vocalist of the K-pop boy group Super Junior.
- 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: Lee Kyu-hyung Triple: [Prison Playbook, castMember, Lee Kyu-hyung]
Generated description
Lee Kyu-hyung is a South Korean actor known for his versatile performances in television dramas, films, and theater.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lee Kyu-hyung Target entity description: Lee Kyu-hyung is a South Korean actor known for his versatile performances in television dramas, films, and theater.
-
A.
Lee Jun-hyuk
Lee Jun-hyuk is a South Korean actor known for his roles in television dramas and films, including the fantasy blockbuster series "Along with the Gods."
-
B.
Kim Woo-hyung
Kim Woo-hyung is a South Korean cinematographer known for his work on notable films including the historical thriller "Assassination."
-
C.
Kim Tae-hyung
Kim Tae-hyung is a South Korean film director best known for his work in the horror and thriller genres.
-
D.
Cho Yong-hyung
Cho Yong-hyung is a South Korean former professional footballer known for his role as a central defender and his appearances with the South Korean national team, including at the FIFA World Cup.
-
E.
Cho Kyuhyun
Cho Kyuhyun is a South Korean singer, musical theatre actor, and television personality best known as a main vocalist of the K-pop boy group Super Junior.
- 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_69e11e3c4c5c81908d336165816b12e0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a2d8064819094d27ef9f15c6a1f |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9eba95d48190bc19f69531dbb752 |
completed | May 18, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_6a0aa06763b48190ab0ecdf90de4f463 |
completed | May 18, 2026, 5:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa0c4d1648190b04e6a6cc7afd756 |
completed | May 18, 2026, 5:16 a.m. |
Created at: April 16, 2026, 8:34 p.m.