Triple

T18008477
Position Surface form Disambiguated ID Type / Status
Subject Daum Communications E430814 entity
Predicate mergedInto P77 FINISHED
Object Kakao Corp
Kakao Corp is a South Korean internet and technology company best known for its mobile messaging app KakaoTalk and a wide range of digital services spanning finance, entertainment, and online platforms.
E1301228 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: Kakao Corp | Statement: [Daum Communications, mergedInto, Kakao Corp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kakao Corp
Context triple: [Daum Communications, mergedInto, Kakao Corp]
  • A. Lotte Group
    Lotte Group is a major South Korean-Japanese multinational conglomerate with diverse businesses spanning food, retail, tourism, chemicals, and entertainment.
  • B. Shinsegae Group
    Shinsegae Group is a major South Korean retail conglomerate best known for its department stores, supermarkets, and diverse consumer-focused businesses.
  • C. Hanwha Group
    Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
  • D. SK Group
    SK Group is one of South Korea’s largest conglomerates, with diversified businesses spanning energy, telecommunications, semiconductors, and chemicals.
  • E. Samsung Group
    Samsung Group is a South Korean multinational conglomerate best known globally for its consumer electronics, particularly smartphones, tablets, and televisions, as well as its significant presence in semiconductors and other industries.
  • 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: Kakao Corp
Triple: [Daum Communications, mergedInto, Kakao Corp]
Generated description
Kakao Corp is a South Korean internet and technology company best known for its mobile messaging app KakaoTalk and a wide range of digital services spanning finance, entertainment, and online platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kakao Corp
Target entity description: Kakao Corp is a South Korean internet and technology company best known for its mobile messaging app KakaoTalk and a wide range of digital services spanning finance, entertainment, and online platforms.
  • A. Lotte Group
    Lotte Group is a major South Korean-Japanese multinational conglomerate with diverse businesses spanning food, retail, tourism, chemicals, and entertainment.
  • B. Shinsegae Group
    Shinsegae Group is a major South Korean retail conglomerate best known for its department stores, supermarkets, and diverse consumer-focused businesses.
  • C. Hanwha Group
    Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
  • D. SK Group
    SK Group is one of South Korea’s largest conglomerates, with diversified businesses spanning energy, telecommunications, semiconductors, and chemicals.
  • E. Samsung Group
    Samsung Group is a South Korean multinational conglomerate best known globally for its consumer electronics, particularly smartphones, tablets, and televisions, as well as its significant presence in semiconductors and other industries.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b51e13788190bebbbdd7340e0982 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03431f56448190b4cbccc2c2be6242 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0344a644788190b4ac1f7ffc80d562 completed May 12, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a034517f4148190864d916f4d1ef5ba completed May 12, 2026, 3:19 p.m.
Created at: April 10, 2026, 10:24 a.m.