Triple

T22837415
Position Surface form Disambiguated ID Type / Status
Subject Heo E565983 entity
Predicate hasNotableBearer P458 FINISHED
Object physician Heo Jun
Physician Heo Jun was a prominent 16th–17th century Korean royal court doctor best known for compiling the influential medical text "Dongui Bogam," which systematized traditional Korean medicine.
E1557625 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: physician Heo Jun | Statement: [Heo, hasNotableBearer, physician Heo Jun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: physician Heo Jun
Context triple: [Heo, hasNotableBearer, physician Heo Jun]
  • A. Heo Eung-soo
    Heo Eung-soo was a South Korean entrepreneur best known as the founder of the LG Group, one of the country’s largest and most influential conglomerates.
  • B. Gyeon Hwon
    Gyeon Hwon was a 10th-century Korean warlord and monarch who established and ruled the Later Baekje kingdom during the Later Three Kingdoms period.
  • C. Heo Jeong
    Heo Jeong was a South Korean politician who served as prime minister and played a significant role in the country’s early post-war democratic politics.
  • D. Wang Jeon
    Wang Jeon, better known by his temple name Emperor Gongmin, was a 14th-century king of Korea’s Goryeo dynasty noted for efforts to reform government and resist Mongol influence.
  • E. Byeon Bong-seon
    Byeon Bong-seon is a South Korean cinematographer known for his work on the sci-fi film "Space Sweepers."
  • 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: physician Heo Jun
Triple: [Heo, hasNotableBearer, physician Heo Jun]
Generated description
Physician Heo Jun was a prominent 16th–17th century Korean royal court doctor best known for compiling the influential medical text "Dongui Bogam," which systematized traditional Korean medicine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: physician Heo Jun
Target entity description: Physician Heo Jun was a prominent 16th–17th century Korean royal court doctor best known for compiling the influential medical text "Dongui Bogam," which systematized traditional Korean medicine.
  • A. Heo Eung-soo
    Heo Eung-soo was a South Korean entrepreneur best known as the founder of the LG Group, one of the country’s largest and most influential conglomerates.
  • B. Gyeon Hwon
    Gyeon Hwon was a 10th-century Korean warlord and monarch who established and ruled the Later Baekje kingdom during the Later Three Kingdoms period.
  • C. Heo Jeong
    Heo Jeong was a South Korean politician who served as prime minister and played a significant role in the country’s early post-war democratic politics.
  • D. Wang Jeon
    Wang Jeon, better known by his temple name Emperor Gongmin, was a 14th-century king of Korea’s Goryeo dynasty noted for efforts to reform government and resist Mongol influence.
  • E. Byeon Bong-seon
    Byeon Bong-seon is a South Korean cinematographer known for his work on the sci-fi film "Space Sweepers."
  • 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_69e245869e188190a196584f36e682da completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17e303cec81909c5c118dc8c93354 completed April 29, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7b1c6c08190ad3c599ef993c9d0 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8666f608190b512aa4c8442f6c1 completed May 19, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0baa4decf881909774facad2cae93d completed May 19, 2026, 12:09 a.m.
Created at: April 17, 2026, 3:35 p.m.