Triple

T5812977
Position Surface form Disambiguated ID Type / Status
Subject Park Hae-soo E128914 entity
Predicate characterPortrayed P1507 FINISHED
Object Berlin (Money Heist: Korea)
Berlin (Money Heist: Korea) is a central, ruthless yet complex mastermind and one of the key leaders of the heist team in the South Korean adaptation of the Spanish series "Money Heist."
 E551325 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: Berlin (Money Heist: Korea) | Statement: [Park Hae-soo, characterPortrayed, Berlin (Money Heist: Korea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berlin (Money Heist: Korea)
Context triple: [Park Hae-soo, characterPortrayed, Berlin (Money Heist: Korea)]
  • A. Money Heist
    Money Heist is a Spanish crime drama television series that follows a criminal mastermind and his team as they execute meticulously planned, high-stakes heists.
  • B. Seoul Special City
    Seoul Special City is the capital and largest metropolis of South Korea, serving as the country’s political, economic, and cultural center.
  • C. Squid Game
    Squid Game is a South Korean survival drama television series that follows cash-strapped contestants who risk their lives in deadly versions of children's games for a massive cash prize.
  • D. Itaewon
    Itaewon is a vibrant multicultural district in Seoul known for its international cuisine, nightlife, and diverse expatriate community.
  • E. Korea Way
    Korea Way is a vibrant stretch of Manhattan known for its dense concentration of Korean restaurants, shops, and cultural businesses, forming the core of New York City's Koreatown.
  • 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: Berlin (Money Heist: Korea)
Triple: [Park Hae-soo, characterPortrayed, Berlin (Money Heist: Korea)]
Generated description
Berlin (Money Heist: Korea) is a central, ruthless yet complex mastermind and one of the key leaders of the heist team in the South Korean adaptation of the Spanish series "Money Heist."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berlin (Money Heist: Korea)
Target entity description: Berlin (Money Heist: Korea) is a central, ruthless yet complex mastermind and one of the key leaders of the heist team in the South Korean adaptation of the Spanish series "Money Heist."
  • A. Money Heist
    Money Heist is a Spanish crime drama television series that follows a criminal mastermind and his team as they execute meticulously planned, high-stakes heists.
  • B. Seoul Special City
    Seoul Special City is the capital and largest metropolis of South Korea, serving as the country’s political, economic, and cultural center.
  • C. Squid Game
    Squid Game is a South Korean survival drama television series that follows cash-strapped contestants who risk their lives in deadly versions of children's games for a massive cash prize.
  • D. Itaewon
    Itaewon is a vibrant multicultural district in Seoul known for its international cuisine, nightlife, and diverse expatriate community.
  • E. Korea Way
    Korea Way is a vibrant stretch of Manhattan known for its dense concentration of Korean restaurants, shops, and cultural businesses, forming the core of New York City's Koreatown.
  • 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_69c0a1826cc081909572d9bf99d5f670 completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a210d9788190b3a40e8ec2f2c6b6 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2afcef88190a77c8089a1b85393 completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:52 p.m.