Triple

T227657
Position Surface form Disambiguated ID Type / Status
Subject 160th Special Operations Aviation Regiment E4345 entity
Predicate operatesAircraftType P1523 FINISHED
Object MH-60 Black Hawk
The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
E32993 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: MH-60 Black Hawk | Statement: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MH-60 Black Hawk
Context triple: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
  • A. CH-147F Chinook
    The CH-147F Chinook is a Canadian variant of the Boeing CH-47 heavy-lift transport helicopter, optimized for tactical troop and cargo missions in demanding environments.
  • B. AV-8B Harrier II
    The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
  • C. MH-47 Chinook
    The MH-47 Chinook is a heavily modified special operations variant of the CH-47 helicopter, optimized for long-range, low-level, and nighttime missions with advanced avionics, aerial refueling capability, and enhanced survivability systems.
  • D. Boeing AH-64 Apache
    The Boeing AH-64 Apache is a twin-engine, tandem-seat attack helicopter renowned for its advanced targeting systems, heavy armament, and extensive use by the U.S. Army and allied forces.
  • E. CH-148 Cyclone
    The CH-148 Cyclone is a Canadian maritime helicopter designed primarily for anti-submarine warfare, search and rescue, and shipborne operations.
  • 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: MH-60 Black Hawk
Triple: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
Generated description
The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MH-60 Black Hawk
Target entity description: The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
  • A. CH-147F Chinook
    The CH-147F Chinook is a Canadian variant of the Boeing CH-47 heavy-lift transport helicopter, optimized for tactical troop and cargo missions in demanding environments.
  • B. AV-8B Harrier II
    The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
  • C. MH-47 Chinook
    The MH-47 Chinook is a heavily modified special operations variant of the CH-47 helicopter, optimized for long-range, low-level, and nighttime missions with advanced avionics, aerial refueling capability, and enhanced survivability systems.
  • D. Boeing AH-64 Apache
    The Boeing AH-64 Apache is a twin-engine, tandem-seat attack helicopter renowned for its advanced targeting systems, heavy armament, and extensive use by the U.S. Army and allied forces.
  • E. CH-148 Cyclone
    The CH-148 Cyclone is a Canadian maritime helicopter designed primarily for anti-submarine warfare, search and rescue, and shipborne operations.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a260c42060819089eb772202e504f5 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3765a652081909164489d1e3e39f6 completed Feb. 28, 2026, 11:12 p.m.
NEDg Description generation batch_69a37819afcc81909621442ca98a9baa completed Feb. 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69a378b9dc54819096a1d0899e8d8b92 completed Feb. 28, 2026, 11:22 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.