Triple

T14822778
Position Surface form Disambiguated ID Type / Status
Subject Marine Wing Headquarters Squadron 1 E348496 entity
Predicate militaryBranchType P253 FINISHED
Object Marine aviation
Marine aviation is the air combat and support component of the United States Marine Corps, providing close air support, assault support, and other aviation capabilities to Marine ground forces.
E1122903 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 aviation | Statement: [Marine Wing Headquarters Squadron 1, militaryBranchType, Marine aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine aviation
Context triple: [Marine Wing Headquarters Squadron 1, militaryBranchType, Marine aviation]
  • A. Naval Aviation
    Naval Aviation is the branch of a navy that conducts military air operations at sea using aircraft such as carrier-based planes, helicopters, and maritime patrol aircraft.
  • B. Air and Marine Operations
    Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
  • C. United States Navy aircraft
    United States Navy aircraft are the aerial warfare and support assets operated by the U.S. Navy, including carrier-based fighters, bombers, patrol planes, and helicopters used for sea control, power projection, and defense.
  • D. Coast Guard aircraft
    Coast Guard aircraft are specialized fixed-wing planes and helicopters operated by the United States Coast Guard for missions such as search and rescue, law enforcement, environmental protection, and maritime patrol.
  • E. Seabee amphibian aircraft
    The Seabee amphibian aircraft is a post-World War II light, single-engine, four-seat amphibious airplane known for its distinctive pusher propeller and ability to operate from both land and water.
  • 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 aviation
Triple: [Marine Wing Headquarters Squadron 1, militaryBranchType, Marine aviation]
Generated description
Marine aviation is the air combat and support component of the United States Marine Corps, providing close air support, assault support, and other aviation capabilities to Marine ground forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine aviation
Target entity description: Marine aviation is the air combat and support component of the United States Marine Corps, providing close air support, assault support, and other aviation capabilities to Marine ground forces.
  • A. Naval Aviation
    Naval Aviation is the branch of a navy that conducts military air operations at sea using aircraft such as carrier-based planes, helicopters, and maritime patrol aircraft.
  • B. Air and Marine Operations
    Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
  • C. United States Navy aircraft
    United States Navy aircraft are the aerial warfare and support assets operated by the U.S. Navy, including carrier-based fighters, bombers, patrol planes, and helicopters used for sea control, power projection, and defense.
  • D. Coast Guard aircraft
    Coast Guard aircraft are specialized fixed-wing planes and helicopters operated by the United States Coast Guard for missions such as search and rescue, law enforcement, environmental protection, and maritime patrol.
  • E. Seabee amphibian aircraft
    The Seabee amphibian aircraft is a post-World War II light, single-engine, four-seat amphibious airplane known for its distinctive pusher propeller and ability to operate from both land and water.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe7a8dc8190bcb5ecfa1cbf1601 completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389d7c848190813be06bed7813d7 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe5bc7e6848190a243bcfccaea3a37 completed May 8, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69fe5c271c6c8190bb4127cdf8af6647 completed May 8, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:51 a.m.