Triple

T8588796
Position Surface form Disambiguated ID Type / Status
Subject Hellenic Army Special Forces E203375 entity
Predicate hasUnit P35 FINISHED
Object Army Aviation special operations elements
Army Aviation special operations elements are specialized helicopter and aviation units that provide air mobility, fire support, and reconnaissance capabilities in support of Hellenic Army Special Forces missions.
E745129 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 Aviation special operations elements | Statement: [Hellenic Army Special Forces, hasUnit, Army Aviation special operations elements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army Aviation special operations elements
Context triple: [Hellenic Army Special Forces, hasUnit, Army Aviation special operations elements]
  • A. Army Aviation Forces
    Army Aviation Forces is the aviation branch of the Spanish Army responsible for providing air support, transport, reconnaissance, and other helicopter-based operations for ground forces.
  • B. army aviation
    Army aviation is the branch of a land force that operates and supports military aircraft—typically helicopters and light fixed-wing planes—for reconnaissance, transport, and combat support missions in direct coordination with ground troops.
  • C. United States Army Aviation Branch
    The United States Army Aviation Branch is the component of the U.S. Army responsible for providing rotary- and fixed-wing aviation capabilities, including air assault, reconnaissance, and aerial support to ground forces.
  • D. Special Operations Aviation Squadron
    The Special Operations Aviation Squadron is an elite Polish military aviation unit that provides specialized air support, transport, and insertion capabilities for the country’s special forces.
  • E. U.S. Army Special Operations Aviation Command
    The U.S. Army Special Operations Aviation Command is the Army headquarters responsible for organizing, training, and equipping specialized aviation units that support special operations forces with highly skilled, often clandestine air capabilities.
  • 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 Aviation special operations elements
Triple: [Hellenic Army Special Forces, hasUnit, Army Aviation special operations elements]
Generated description
Army Aviation special operations elements are specialized helicopter and aviation units that provide air mobility, fire support, and reconnaissance capabilities in support of Hellenic Army Special Forces missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army Aviation special operations elements
Target entity description: Army Aviation special operations elements are specialized helicopter and aviation units that provide air mobility, fire support, and reconnaissance capabilities in support of Hellenic Army Special Forces missions.
  • A. Army Aviation Forces
    Army Aviation Forces is the aviation branch of the Spanish Army responsible for providing air support, transport, reconnaissance, and other helicopter-based operations for ground forces.
  • B. army aviation
    Army aviation is the branch of a land force that operates and supports military aircraft—typically helicopters and light fixed-wing planes—for reconnaissance, transport, and combat support missions in direct coordination with ground troops.
  • C. United States Army Aviation Branch
    The United States Army Aviation Branch is the component of the U.S. Army responsible for providing rotary- and fixed-wing aviation capabilities, including air assault, reconnaissance, and aerial support to ground forces.
  • D. Special Operations Aviation Squadron
    The Special Operations Aviation Squadron is an elite Polish military aviation unit that provides specialized air support, transport, and insertion capabilities for the country’s special forces.
  • E. U.S. Army Special Operations Aviation Command
    The U.S. Army Special Operations Aviation Command is the Army headquarters responsible for organizing, training, and equipping specialized aviation units that support special operations forces with highly skilled, often clandestine air capabilities.
  • 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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc466300bc8190aa5659a4e6a9694a completed March 31, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8acebac81909d2fce98c6901f0c completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea9cff1ec8190a0093fb42782341e completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa9f7f8c8190965e86880ff141d5 completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:23 p.m.