Triple

T20454286
Position Surface form Disambiguated ID Type / Status
Subject Khitan invasions of Korea E501733 entity
Predicate significantCommander P1061 FINISHED
Object Gang Gam-chan
Gang Gam-chan was a renowned Goryeo military commander and statesman celebrated for his decisive victories against Khitan forces in the early 11th century.
 E1432356 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: Gang Gam-chan | Statement: [Khitan invasions of Korea, significantCommander, Gang Gam-chan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gang Gam-chan
Context triple: [Khitan invasions of Korea, significantCommander, Gang Gam-chan]
  • A. Byeong-gi
    Byeong-gi is a supporting character in the South Korean series "Squid Game," known as the doctor who secretly collaborates with corrupt guards to gain advantages in the deadly competition.
  • B. Yong-gi
    Yong-gi is a Korean given name commonly used for males.
  • C. Pak Kyo Sam
    Pak Kyo Sam was a North Korean military commander noted for his leadership role during the Korean War.
  • D. Woncheuk
    Woncheuk was a 7th-century Korean Buddhist monk and scholar renowned for his influential commentaries on Yogācāra and Huayan doctrines in Tang China.
  • E. Yong Duk Jhun
    Yong Duk Jhun is a South Korean-born cinematographer and animator best known for his visual work on major DreamWorks animated films, including the Kung Fu Panda series.
  • 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: Gang Gam-chan
Triple: [Khitan invasions of Korea, significantCommander, Gang Gam-chan]
Generated description
Gang Gam-chan was a renowned Goryeo military commander and statesman celebrated for his decisive victories against Khitan forces in the early 11th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gang Gam-chan
Target entity description: Gang Gam-chan was a renowned Goryeo military commander and statesman celebrated for his decisive victories against Khitan forces in the early 11th century.
  • A. Byeong-gi
    Byeong-gi is a supporting character in the South Korean series "Squid Game," known as the doctor who secretly collaborates with corrupt guards to gain advantages in the deadly competition.
  • B. Yong-gi
    Yong-gi is a Korean given name commonly used for males.
  • C. Pak Kyo Sam
    Pak Kyo Sam was a North Korean military commander noted for his leadership role during the Korean War.
  • D. Woncheuk
    Woncheuk was a 7th-century Korean Buddhist monk and scholar renowned for his influential commentaries on Yogācāra and Huayan doctrines in Tang China.
  • E. Yong Duk Jhun
    Yong Duk Jhun is a South Korean-born cinematographer and animator best known for his visual work on major DreamWorks animated films, including the Kung Fu Panda series.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b0e1d308190abb75555b9d20fd7 completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088be79cd0819092da701d6d3d2a8a completed May 16, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_6a088c7e46e48190b890f319ba4f2492 completed May 16, 2026, 3:25 p.m.
Created at: April 16, 2026, 11:32 a.m.