Triple

T786933
Position Surface form Disambiguated ID Type / Status
Subject Operational Groups E16822 entity
Predicate successor P78 FINISHED
Object U.S. Army Special Forces (in doctrinal lineage)
The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
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: U.S. Army Special Forces (in doctrinal lineage) | Statement: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Forces (in doctrinal lineage)
Context triple: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 1st Special Forces Command (Airborne)
    1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
  • 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 Forces (in doctrinal lineage)
Triple: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
Generated description
The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Forces (in doctrinal lineage)
Target entity description: The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 1st Special Forces Command (Airborne)
    1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6733e47148190bad0ac71cf45dd85 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673afbd308190863aea2ff0f650cb completed March 3, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a6743f50d0819089885836b9668466 completed March 3, 2026, 5:40 a.m.
Created at: March 1, 2026, 7:38 p.m.