Triple

T17734
Position Surface form Disambiguated ID Type / Status
Subject United States Army E349 entity
Predicate hasSpecialUnit P1198 FINISHED
Object 160th Special Operations Aviation Regiment
The 160th Special Operations Aviation Regiment, known as the "Night Stalkers," is an elite U.S. Army aviation unit specializing in highly classified, low-level, nighttime special operations missions using helicopters and other aircraft.
E4345 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: 160th Special Operations Aviation Regiment | Statement: [United States Army, hasSpecialUnit, 160th Special Operations Aviation Regiment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 160th Special Operations Aviation Regiment
Context triple: [United States Army, hasSpecialUnit, 160th Special Operations Aviation Regiment]
  • A. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • 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. United States Air Force
    The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance operations.
  • D. Regimental Special Troops Battalion
    The Regimental Special Troops Battalion is a specialized support and enabler unit within the U.S. Army’s 75th Ranger Regiment, providing capabilities such as intelligence, communications, and reconnaissance to Ranger operations.
  • E. 1st Marine Division (United States)
    The 1st Marine Division (United States) is a storied infantry division of the U.S. Marine Corps renowned for its pivotal combat role in major conflicts from World War II through the present.
  • 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: 160th Special Operations Aviation Regiment
Triple: [United States Army, hasSpecialUnit, 160th Special Operations Aviation Regiment]
Generated description
The 160th Special Operations Aviation Regiment, known as the "Night Stalkers," is an elite U.S. Army aviation unit specializing in highly classified, low-level, nighttime special operations missions using helicopters and other aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 160th Special Operations Aviation Regiment
Target entity description: The 160th Special Operations Aviation Regiment, known as the "Night Stalkers," is an elite U.S. Army aviation unit specializing in highly classified, low-level, nighttime special operations missions using helicopters and other aircraft.
  • A. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • 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. United States Air Force
    The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance operations.
  • D. Regimental Special Troops Battalion
    The Regimental Special Troops Battalion is a specialized support and enabler unit within the U.S. Army’s 75th Ranger Regiment, providing capabilities such as intelligence, communications, and reconnaissance to Ranger operations.
  • E. 1st Marine Division (United States)
    The 1st Marine Division (United States) is a storied infantry division of the U.S. Marine Corps renowned for its pivotal combat role in major conflicts from World War II through the present.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2465d9038819087f875a5afac9541 completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552c22f88190afcc8ed45c419844 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255fbd26c81909d070ba1c8345c38 completed Feb. 28, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69a256a0383c8190af394441647dab2c completed Feb. 28, 2026, 2:44 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.