Triple

T4977635
Position Surface form Disambiguated ID Type / Status
Subject Anupam Tripathi E111805 entity
Predicate coStarredWith P14987 FINISHED
Object Park Hae-soo (in Squid Game)
Park Hae-soo is a South Korean actor best known internationally for his role as Cho Sang-woo (Player 218) in the Netflix survival drama series "Squid Game."
E114182 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: Park Hae-soo (in Squid Game) | Statement: [Anupam Tripathi, coStarredWith, Park Hae-soo (in Squid Game)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Park Hae-soo (in Squid Game)
Context triple: [Anupam Tripathi, coStarredWith, Park Hae-soo (in Squid Game)]
  • A. Seong Gi-hun
    Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
  • B. Cho Sang-woo
    Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
  • C. O Yeong-su
    O Yeong-su is a veteran South Korean actor best known internationally for his acclaimed performance as the elderly contestant Oh Il-nam in the Netflix series "Squid Game."
  • D. Oh Jun-ho
    Oh Jun-ho is a South Korean roboticist best known for leading the development of the humanoid robot HUBO and advancing bipedal robotics research.
  • E. Hong Kyung-pyo
    Hong Kyung-pyo is a South Korean cinematographer renowned for his visually striking work on acclaimed films such as "Snowpiercer," "Burning," and "Parasite."
  • 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: Park Hae-soo (in Squid Game)
Triple: [Anupam Tripathi, coStarredWith, Park Hae-soo (in Squid Game)]
Generated description
Park Hae-soo is a South Korean actor best known internationally for his role as Cho Sang-woo (Player 218) in the Netflix survival drama series "Squid Game."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Park Hae-soo (in Squid Game)
Target entity description: Park Hae-soo is a South Korean actor best known internationally for his role as Cho Sang-woo (Player 218) in the Netflix survival drama series "Squid Game."
  • A. Seong Gi-hun
    Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
  • B. Cho Sang-woo chosen
    Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
  • C. O Yeong-su
    O Yeong-su is a veteran South Korean actor best known internationally for his acclaimed performance as the elderly contestant Oh Il-nam in the Netflix series "Squid Game."
  • D. Oh Jun-ho
    Oh Jun-ho is a South Korean roboticist best known for leading the development of the humanoid robot HUBO and advancing bipedal robotics research.
  • E. Hong Kyung-pyo
    Hong Kyung-pyo is a South Korean cinematographer renowned for his visually striking work on acclaimed films such as "Snowpiercer," "Burning," and "Parasite."
  • F. None of above.

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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7232bd8c8190b325c9198e8b2fa1 completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be924befc08190a077adca99fb4b86 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be942dac9c8190a5861ca0aaa44c90 completed March 21, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:33 p.m.