Triple

T2412771
Position Surface form Disambiguated ID Type / Status
Subject Bell UH-1 Iroquois E52231 entity
Predicate familyVariant P26061 FINISHED
Object UH-1Y Venom
The UH-1Y Venom is a modern twin-engine, multi-role utility helicopter used primarily by the United States Marine Corps, featuring advanced avionics, improved performance, and enhanced survivability over earlier Huey variants.
E52231 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-1Y Venom | Statement: [Bell UH-1 Iroquois, familyVariant, UH-1Y Venom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UH-1Y Venom
Context triple: [Bell UH-1 Iroquois, familyVariant, UH-1Y Venom]
  • A. 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.
  • B. 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.
  • C. MV-22B Osprey
    The MV-22B Osprey is a U.S. military tiltrotor aircraft that combines the vertical takeoff and landing capabilities of a helicopter with the speed and range of a fixed-wing plane, used primarily for assault support and transport missions.
  • D. AH-6 Little Bird
    The AH-6 Little Bird is a light attack and reconnaissance helicopter used by U.S. special operations forces for highly agile, low-level missions.
  • E. HH-60 Pave Hawk
    The HH-60 Pave Hawk is a U.S. Air Force combat search-and-rescue helicopter, derived from the UH-60 Black Hawk and equipped for all-weather, long-range missions to recover personnel from hostile environments.
  • 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-1Y Venom
Triple: [Bell UH-1 Iroquois, familyVariant, UH-1Y Venom]
Generated description
The UH-1Y Venom is a modern twin-engine, multi-role utility helicopter used primarily by the United States Marine Corps, featuring advanced avionics, improved performance, and enhanced survivability over earlier Huey variants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UH-1Y Venom
Target entity description: The UH-1Y Venom is a modern twin-engine, multi-role utility helicopter used primarily by the United States Marine Corps, featuring advanced avionics, improved performance, and enhanced survivability over earlier Huey variants.
  • A. 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.
  • B. Bell UH-1 Iroquois chosen
    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.
  • C. MV-22B Osprey
    The MV-22B Osprey is a U.S. military tiltrotor aircraft that combines the vertical takeoff and landing capabilities of a helicopter with the speed and range of a fixed-wing plane, used primarily for assault support and transport missions.
  • D. AH-6 Little Bird
    The AH-6 Little Bird is a light attack and reconnaissance helicopter used by U.S. special operations forces for highly agile, low-level missions.
  • E. HH-60 Pave Hawk
    The HH-60 Pave Hawk is a U.S. Air Force combat search-and-rescue helicopter, derived from the UH-60 Black Hawk and equipped for all-weather, long-range missions to recover personnel from hostile environments.
  • F. None of above.

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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc92a4e1c8190819fa676295ac145 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbad005881909797050a2dfc3d38 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc1ea9d88190a95dff358ae6f1b9 completed March 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69afbc77c524819083eec069d2ecc88b completed March 10, 2026, 6:38 a.m.
Created at: March 6, 2026, 9:41 p.m.