Triple

T18787520
Position Surface form Disambiguated ID Type / Status
Subject Iron Triangle (Korean War) E459415 entity
Predicate contains P35 FINISHED
Object Kumhwa
Kumhwa is a strategically significant area in North Korea that was a major battleground during the Korean War, particularly within the heavily contested Iron Triangle region.
 E1343096 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: Kumhwa | Statement: [Iron Triangle (Korean War), contains, Kumhwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kumhwa
Context triple: [Iron Triangle (Korean War), contains, Kumhwa]
  • A. Jamsil
    Jamsil is a neighborhood in southeastern Seoul, South Korea, known for its major sports complexes, large residential areas, and entertainment facilities such as Lotte World.
  • B. Koung-Khi
    Koung-Khi is an administrative department located in the West Region of Cameroon.
  • C. Gongjin
    Gongjin is the courtesy name of Zhou Yu, a renowned Eastern Han dynasty military general and strategist best known for his role in the Battle of Red Cliffs.
  • D. Kwangde
    Kwangde is a prominent Himalayan mountain massif in Nepal’s Khumbu region, known for its steep faces and challenging climbing routes.
  • E. Sonchon
    Sonchon is a significant urban center in North Pyongan Province in northwestern North Korea, known for its administrative and regional economic role.
  • 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: Kumhwa
Triple: [Iron Triangle (Korean War), contains, Kumhwa]
Generated description
Kumhwa is a strategically significant area in North Korea that was a major battleground during the Korean War, particularly within the heavily contested Iron Triangle region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kumhwa
Target entity description: Kumhwa is a strategically significant area in North Korea that was a major battleground during the Korean War, particularly within the heavily contested Iron Triangle region.
  • A. Jamsil
    Jamsil is a neighborhood in southeastern Seoul, South Korea, known for its major sports complexes, large residential areas, and entertainment facilities such as Lotte World.
  • B. Koung-Khi
    Koung-Khi is an administrative department located in the West Region of Cameroon.
  • C. Gongjin
    Gongjin is the courtesy name of Zhou Yu, a renowned Eastern Han dynasty military general and strategist best known for his role in the Battle of Red Cliffs.
  • D. Kwangde
    Kwangde is a prominent Himalayan mountain massif in Nepal’s Khumbu region, known for its steep faces and challenging climbing routes.
  • E. Sonchon
    Sonchon is a significant urban center in North Pyongan Province in northwestern North Korea, known for its administrative and regional economic role.
  • 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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e597828cb481908fe569747f816e15 completed April 20, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05471caf5881908e177fc17ab64440 completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a054a2d060c81909a30417d7108a531 completed May 14, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a054a8c26848190b24073356b0cdf2c completed May 14, 2026, 4:07 a.m.
Created at: April 10, 2026, 11:52 a.m.