Triple

T15518498
Position Surface form Disambiguated ID Type / Status
Subject Amphibious Ready Groups deployed to the Fifth Fleet area E368892 entity
Predicate typicalEmbarkedForce P32852 FINISHED
Object Marine composite aviation squadron
A Marine composite aviation squadron is a versatile Marine Corps air unit that combines various aircraft types—such as helicopters, tiltrotors, and fixed-wing support planes—to provide comprehensive aviation support for amphibious and expeditionary operations.
E1162798 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: Marine composite aviation squadron | Statement: [Amphibious Ready Groups deployed to the Fifth Fleet area, typicalEmbarkedForce, Marine composite aviation squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine composite aviation squadron
Context triple: [Amphibious Ready Groups deployed to the Fifth Fleet area, typicalEmbarkedForce, Marine composite aviation squadron]
  • A. Marine Tactical Air Command Squadron
    A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.
  • B. Marine Unmanned Aerial Vehicle Squadron
    A Marine Unmanned Aerial Vehicle Squadron is a United States Marine Corps aviation unit that operates and maintains unmanned aircraft systems to provide reconnaissance, surveillance, and other support to Marine forces.
  • C. Marine Aircraft Group
    A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
  • D. Marine Heavy Helicopter Squadron
    A Marine Heavy Helicopter Squadron is a United States Marine Corps aviation unit equipped with large transport helicopters to provide heavy-lift support for combat and logistical operations.
  • E. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport 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: Marine composite aviation squadron
Triple: [Amphibious Ready Groups deployed to the Fifth Fleet area, typicalEmbarkedForce, Marine composite aviation squadron]
Generated description
A Marine composite aviation squadron is a versatile Marine Corps air unit that combines various aircraft types—such as helicopters, tiltrotors, and fixed-wing support planes—to provide comprehensive aviation support for amphibious and expeditionary operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine composite aviation squadron
Target entity description: A Marine composite aviation squadron is a versatile Marine Corps air unit that combines various aircraft types—such as helicopters, tiltrotors, and fixed-wing support planes—to provide comprehensive aviation support for amphibious and expeditionary operations.
  • A. Marine Tactical Air Command Squadron
    A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.
  • B. Marine Unmanned Aerial Vehicle Squadron
    A Marine Unmanned Aerial Vehicle Squadron is a United States Marine Corps aviation unit that operates and maintains unmanned aircraft systems to provide reconnaissance, surveillance, and other support to Marine forces.
  • C. Marine Aircraft Group
    A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
  • D. Marine Heavy Helicopter Squadron
    A Marine Heavy Helicopter Squadron is a United States Marine Corps aviation unit equipped with large transport helicopters to provide heavy-lift support for combat and logistical operations.
  • E. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e040343d9c8190a7d1f197c108bd9d completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d52cf1c8190b18bff0b925355a3 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff414a6e888190969b6ccde070ff24 completed May 9, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69ff41acd1cc8190a78f23234c8179d3 completed May 9, 2026, 2:16 p.m.
Created at: April 10, 2026, 4:03 a.m.