Triple

T1950961
Position Surface form Disambiguated ID Type / Status
Subject USASOC E42154 entity
Predicate nickname P55 FINISHED
Object Army Special Operations
Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
E1251 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 | Statement: [USASOC, nickname, Army Special Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army Special Operations
Context triple: [USASOC, nickname, Army Special Operations]
  • 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. 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.
  • C. Special Operations
    Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
  • D. 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.
  • E. 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.
  • 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
Triple: [USASOC, nickname, Army Special Operations]
Generated description
Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army Special Operations
Target entity description: Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
  • 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. Special Forces Branch chosen
    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.
  • C. Special Operations
    Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
  • D. 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.
  • E. 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.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34d94fc8190a5bf1e582c77c725 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc3cf6881909d42a04be18c3c73 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfcd009d88190ba7f380aa1c82300 completed March 8, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69adfd946b6081908ab6358d0f237a58 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.