Triple

T317534
Position Surface form Disambiguated ID Type / Status
Subject U.S. Customs and Border Protection E7739 entity
Predicate oversees P46 FINISHED
Object 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.
E40893 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: Air and Marine Operations | Statement: [U.S. Customs and Border Protection, oversees, Air and Marine Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air and Marine Operations
Context triple: [U.S. Customs and Border Protection, oversees, Air and Marine Operations]
  • A. Office of Marine and Aviation Operations
    The Office of Marine and Aviation Operations is the fleet and aviation branch of NOAA, responsible for operating research ships and aircraft that support the agency’s environmental and scientific missions.
  • B. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • C. Air Command
    Air Command is the Royal Air Force’s senior operational headquarters responsible for directing and coordinating air and space operations for the United Kingdom.
  • D. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • E. 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.
  • 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: Air and Marine Operations
Triple: [U.S. Customs and Border Protection, oversees, Air and Marine Operations]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air and Marine Operations
Target entity description: 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.
  • A. Office of Marine and Aviation Operations
    The Office of Marine and Aviation Operations is the fleet and aviation branch of NOAA, responsible for operating research ships and aircraft that support the agency’s environmental and scientific missions.
  • B. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • C. Air Command
    Air Command is the Royal Air Force’s senior operational headquarters responsible for directing and coordinating air and space operations for the United Kingdom.
  • D. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • E. 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.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea65ca7081908093e6aaaf2d34f7 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b8d7d88190b43f7b6b0289445f completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c964b7a48190afa7cada4a499739 completed March 1, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69a3c9bc3eec81909e6d1b7af6cf7d58 completed March 1, 2026, 5:08 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.