Triple

T1546706
Position Surface form Disambiguated ID Type / Status
Subject MH-60 Black Hawk E32993 entity
Predicate basedOn P98 FINISHED
Object UH-60 Black Hawk
The UH-60 Black Hawk is a versatile U.S. Army utility helicopter widely used for troop transport, medical evacuation, and air assault missions.
E214176 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: UH-60 Black Hawk | Statement: [MH-60 Black Hawk, basedOn, UH-60 Black Hawk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UH-60 Black Hawk
Context triple: [MH-60 Black Hawk, basedOn, UH-60 Black Hawk]
  • A. Bell UH-1 Iroquois
    The Bell UH-1 Iroquois, commonly known as the "Huey," is a widely used American military utility helicopter famed for its extensive service during the Vietnam War and its iconic status in aviation history.
  • B. 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.
  • C. 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.
  • 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. A-36 Apache
    The A-36 Apache was a World War II American ground-attack and dive-bomber aircraft developed from the early P-51 Mustang airframe.
  • 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: UH-60 Black Hawk
Triple: [MH-60 Black Hawk, basedOn, UH-60 Black Hawk]
Generated description
The UH-60 Black Hawk is a versatile U.S. Army utility helicopter widely used for troop transport, medical evacuation, and air assault missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UH-60 Black Hawk
Target entity description: The UH-60 Black Hawk is a versatile U.S. Army utility helicopter widely used for troop transport, medical evacuation, and air assault missions.
  • A. Bell UH-1 Iroquois
    The Bell UH-1 Iroquois, commonly known as the "Huey," is a widely used American military utility helicopter famed for its extensive service during the Vietnam War and its iconic status in aviation history.
  • B. 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.
  • C. 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.
  • 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. A-36 Apache
    The A-36 Apache was a World War II American ground-attack and dive-bomber aircraft developed from the early P-51 Mustang airframe.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb20dd5a88190b3d6e6f0004fe9b4 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeabea0d88190b0bd83aece8c7b55 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeea29fd4819099e1ac22b9ce123f completed March 8, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69adef4913608190824764bd79821a7e completed March 8, 2026, 9:51 p.m.
Created at: March 4, 2026, 7:26 p.m.