Triple

T35583
Position Surface form Disambiguated ID Type / Status
Subject United States Army Rangers E704 entity
Predicate branch P889 FINISHED
Object U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
E6645 NE FINISHED

How this triple was built (5 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: U.S. Army Special Operations Command | Statement: [United States Army Rangers, branch, U.S. Army Special Operations Command]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Operations Command
Context triple: [United States Army Rangers, branch, U.S. Army Special Operations Command]
  • A. United States Army Cyber Command
    United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
  • 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. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • D. 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.
  • E. 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.
  • 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: U.S. Army Special Operations Command
Triple: [United States Army Rangers, branch, U.S. Army Special Operations Command]
Generated description
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Operations Command
Target entity description: The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
  • A. United States Army Cyber Command
    United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
  • 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. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: branch
Context triple: [United States Army Rangers, branch, U.S. Army Special Operations Command]
  • A. brand
    Indicates that one entity is the commercial brand or label under which another entity (such as a product, service, or organization) is marketed or identified.
  • B. category
    Indicates that one entity is classified as a member or type within the grouping or class defined by another entity.
  • C. division chosen
    Indicates a relationship where one entity is separated or partitioned into parts, groups, or sections based on some criterion or operation.
  • D. support
    Indicates that one entity provides assistance, endorsement, or backing to another entity or its actions.
  • E. servesBranch
    Indicates that one entity provides services or support to a particular branch or subdivision of an organization.
  • F. None of above.

Provenance (6 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24989c3308190af59dfae37cfc32f completed Feb. 28, 2026, 1:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25ab3438c81908ff16eb23a09fea7 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25ba68f1081908f88d2bb2af35af6 completed Feb. 28, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69a25c4a5fa8819082a737e1f0251a8a completed Feb. 28, 2026, 3:08 a.m.
PD Predicate disambiguation batch_69a24873e97c8190b9e4279e43b6de14 completed Feb. 28, 2026, 1:44 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.