Triple

T9728113
Position Surface form Disambiguated ID Type / Status
Subject Republic of Korea Special Warfare Command E235665 entity
Predicate hasUnit P35 FINISHED
Object 5th Special Forces Brigade
The 5th Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions under the Republic of Korea Special Warfare Command.
 E821312 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: 5th Special Forces Brigade | Statement: [Republic of Korea Special Warfare Command, hasUnit, 5th Special Forces Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 5th Special Forces Brigade
Context triple: [Republic of Korea Special Warfare Command, hasUnit, 5th Special Forces Brigade]
  • A. 1st Special Forces Brigade
    The 1st Special Forces Brigade is an elite South Korean Army special operations unit known for conducting unconventional warfare, counter-terrorism, and high-risk reconnaissance missions.
  • B. 3rd Special Forces Brigade
    The 3rd Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions.
  • C. 5th Special Forces Group (Airborne)
    The 5th Special Forces Group (Airborne) is a highly decorated U.S. Army Special Forces unit renowned for its unconventional warfare, counterterrorism, and foreign internal defense operations, particularly in the Middle East.
  • D. 6th Special Operations Brigade
    The 6th Special Operations Brigade is an elite Romanian Land Forces unit specializing in special operations, unconventional warfare, and high-risk missions.
  • E. 11th Security Force Assistance Brigade
    The 11th Security Force Assistance Brigade is a British Army formation specializing in training, advising, and assisting partner nation security forces overseas.
  • 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: 5th Special Forces Brigade
Triple: [Republic of Korea Special Warfare Command, hasUnit, 5th Special Forces Brigade]
Generated description
The 5th Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions under the Republic of Korea Special Warfare Command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 5th Special Forces Brigade
Target entity description: The 5th Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions under the Republic of Korea Special Warfare Command.
  • A. 1st Special Forces Brigade
    The 1st Special Forces Brigade is an elite South Korean Army special operations unit known for conducting unconventional warfare, counter-terrorism, and high-risk reconnaissance missions.
  • B. 3rd Special Forces Brigade
    The 3rd Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions.
  • C. 5th Special Forces Group (Airborne)
    The 5th Special Forces Group (Airborne) is a highly decorated U.S. Army Special Forces unit renowned for its unconventional warfare, counterterrorism, and foreign internal defense operations, particularly in the Middle East.
  • D. 6th Special Operations Brigade
    The 6th Special Operations Brigade is an elite Romanian Land Forces unit specializing in special operations, unconventional warfare, and high-risk missions.
  • E. 11th Security Force Assistance Brigade
    The 11th Security Force Assistance Brigade is a British Army formation specializing in training, advising, and assisting partner nation security forces overseas.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e7af544819090a8a1adec41943c completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c40575f48190807b6a3f10e63b41 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4d62a78819089ece2bb1f5fb66b completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c589b90481908bc0944868d648b2 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:21 p.m.