Triple

T22161209
Position Surface form Disambiguated ID Type / Status
Subject Yaksha: Ruthless Operations E547672 entity
Predicate producer P490 FINISHED
Object Sang Sang Film
Sang Sang Film is a South Korean film production company known for backing action-driven commercial movies such as "Yaksha: Ruthless Operations."
 E1523535 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: Sang Sang Film | Statement: [Yaksha: Ruthless Operations, producer, Sang Sang Film]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sang Sang Film
Context triple: [Yaksha: Ruthless Operations, producer, Sang Sang Film]
  • A. Moho Film
    Moho Film is a South Korean film production company known for backing acclaimed director Park Chan-wook’s movies, including the psychological thriller "The Handmaiden."
  • B. Fagamalo
    Fagamalo is a coastal village on the island of Savaiʻi in Samoa, known for its traditional Samoan lifestyle and scenic surroundings.
  • C. Yong Film
    Yong Film is a South Korean film production company known for backing acclaimed works such as Park Chan-wook’s psychological thriller "The Handmaiden."
  • D. Thura Film
    Thura Film is a Danish film production company known for producing the 1994 horror-thriller "Nightwatch."
  • E. Pjanoo
    "Pjanoo" is a 2008 progressive house instrumental track by Swedish DJ and producer Eric Prydz, known for its uplifting piano melody and widespread club and chart success.
  • 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: Sang Sang Film
Triple: [Yaksha: Ruthless Operations, producer, Sang Sang Film]
Generated description
Sang Sang Film is a South Korean film production company known for backing action-driven commercial movies such as "Yaksha: Ruthless Operations."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sang Sang Film
Target entity description: Sang Sang Film is a South Korean film production company known for backing action-driven commercial movies such as "Yaksha: Ruthless Operations."
  • A. Moho Film
    Moho Film is a South Korean film production company known for backing acclaimed director Park Chan-wook’s movies, including the psychological thriller "The Handmaiden."
  • B. Fagamalo
    Fagamalo is a coastal village on the island of Savaiʻi in Samoa, known for its traditional Samoan lifestyle and scenic surroundings.
  • C. Yong Film
    Yong Film is a South Korean film production company known for backing acclaimed works such as Park Chan-wook’s psychological thriller "The Handmaiden."
  • D. Thura Film
    Thura Film is a Danish film production company known for producing the 1994 horror-thriller "Nightwatch."
  • E. Pjanoo
    "Pjanoo" is a 2008 progressive house instrumental track by Swedish DJ and producer Eric Prydz, known for its uplifting piano melody and widespread club and chart success.
  • 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.