Triple

T5812986
Position Surface form Disambiguated ID Type / Status
Subject Park Hae-soo E128914 entity
Predicate agent P19389 FINISHED
Object BH Entertainment
BH Entertainment is a South Korean talent management and production company known for representing prominent film and television actors.
E547673 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: BH Entertainment | Statement: [Park Hae-soo, agent, BH Entertainment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BH Entertainment
Context triple: [Park Hae-soo, agent, BH Entertainment]
  • A. Hitco Entertainment
    Hitco Entertainment is a music and entertainment company led by veteran record executive and producer L.A. Reid, focused on developing and promoting recording artists and music projects.
  • B. BBS Productions
    BBS Productions was an influential American film production company of the late 1960s and early 1970s known for pioneering New Hollywood cinema with countercultural and character-driven films.
  • C. J&M Entertainment
    J&M Entertainment is a film production company best known for producing the 1993 drama "What's Eating Gilbert Grape."
  • D. Queen Bee Entertainment
    Queen Bee Entertainment is the independent record label and entertainment company founded by rapper Lil' Kim to release her music and manage related ventures.
  • E. MOR Entertainment
    MOR Entertainment is a Philippine digital radio and entertainment brand known for music, talk shows, and interactive content under ABS-CBN.
  • 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: BH Entertainment
Triple: [Park Hae-soo, agent, BH Entertainment]
Generated description
BH Entertainment is a South Korean talent management and production company known for representing prominent film and television actors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BH Entertainment
Target entity description: BH Entertainment is a South Korean talent management and production company known for representing prominent film and television actors.
  • A. Hitco Entertainment
    Hitco Entertainment is a music and entertainment company led by veteran record executive and producer L.A. Reid, focused on developing and promoting recording artists and music projects.
  • B. BBS Productions
    BBS Productions was an influential American film production company of the late 1960s and early 1970s known for pioneering New Hollywood cinema with countercultural and character-driven films.
  • C. J&M Entertainment
    J&M Entertainment is a film production company best known for producing the 1993 drama "What's Eating Gilbert Grape."
  • D. Queen Bee Entertainment
    Queen Bee Entertainment is the independent record label and entertainment company founded by rapper Lil' Kim to release her music and manage related ventures.
  • E. MOR Entertainment
    MOR Entertainment is a Philippine digital radio and entertainment brand known for music, talk shows, and interactive content under ABS-CBN.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b56044c8190847478a342d441c2 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09848dd148190aeea1b1d454b8da5 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099bd26fc8190a58bf483a6d4cbca completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:52 p.m.