Triple

T4445154
Position Surface form Disambiguated ID Type / Status
Subject Special Operations Command Korea E96266 entity
Predicate hasComponent P35 FINISHED
Object Army special operations forces
Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
E35862 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: Army special operations forces | Statement: [Special Operations Command Korea, hasComponent, Army special operations forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army special operations forces
Context triple: [Special Operations Command Korea, hasComponent, Army special operations forces]
  • A. Special Operations Forces
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • B. Army Special Forces Command
    Army Special Forces Command is the Indonesian Army’s elite special operations unit, known for conducting high-risk missions such as counter-terrorism, unconventional warfare, and special reconnaissance.
  • C. Army Special Forces Command
    Army Special Forces Command is the French Army’s elite special operations formation responsible for conducting high-risk, specialized military missions in support of national and allied objectives.
  • D. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • E. Special Forces Command
    Special Forces Command is the elite special operations formation of the Swiss Armed Forces, responsible for high-risk missions such as counterterrorism, reconnaissance, and hostage rescue.
  • 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: Army special operations forces
Triple: [Special Operations Command Korea, hasComponent, Army special operations forces]
Generated description
Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army special operations forces
Target entity description: Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
  • A. Special Operations Forces chosen
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • B. Army Special Forces Command
    Army Special Forces Command is the Indonesian Army’s elite special operations unit, known for conducting high-risk missions such as counter-terrorism, unconventional warfare, and special reconnaissance.
  • C. Army Special Forces Command
    Army Special Forces Command is the French Army’s elite special operations formation responsible for conducting high-risk, specialized military missions in support of national and allied objectives.
  • D. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • E. Special Forces Command
    Special Forces Command is the elite special operations formation of the Swiss Armed Forces, responsible for high-risk missions such as counterterrorism, reconnaissance, and hostage rescue.
  • F. None of above.

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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d00c288190a4f3fec29b5d85b2 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b613850eb88190b689a632b0e2b374 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
Created at: March 12, 2026, 11:32 p.m.