Triple

T5602137
Position Surface form Disambiguated ID Type / Status
Subject Zeke E147143 entity
Predicate referredAircraftEra P36022 FINISHED
Object World War II military aviation
World War II military aviation was a period of rapid technological advancement and large-scale air combat operations that saw the widespread use of fighters, bombers, and other aircraft as decisive tools of modern warfare.
E533753 NE FINISHED

How this triple was built (5 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: World War II military aviation | Statement: [Zeke, referredAircraftEra, World War II military aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World War II military aviation
Context triple: [Zeke, referredAircraftEra, World War II military aviation]
  • A. World War II bombing
    World War II bombing refers to the extensive aerial attacks carried out by the Allied and Axis powers against military, industrial, and civilian targets across Europe and Asia between 1939 and 1945.
  • B. United States Army Air Forces in World War II
    The United States Army Air Forces in World War II was the aerial warfare branch of the U.S. military responsible for strategic bombing, air superiority, and support operations across multiple theaters of the conflict.
  • C. Allied bombing of Germany
    The Allied bombing of Germany was a sustained strategic air campaign during World War II in which British and American air forces targeted German cities, industry, and infrastructure to weaken the Nazi war effort.
  • D. Airborne Warfare
    Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
  • E. World War II military motorcycles
    World War II military motorcycles were rugged, specially equipped motorbikes used by armed forces for dispatch riding, reconnaissance, and general transport across diverse and often harsh battlefront conditions.
  • 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: World War II military aviation
Triple: [Zeke, referredAircraftEra, World War II military aviation]
Generated description
World War II military aviation was a period of rapid technological advancement and large-scale air combat operations that saw the widespread use of fighters, bombers, and other aircraft as decisive tools of modern warfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World War II military aviation
Target entity description: World War II military aviation was a period of rapid technological advancement and large-scale air combat operations that saw the widespread use of fighters, bombers, and other aircraft as decisive tools of modern warfare.
  • A. World War II bombing
    World War II bombing refers to the extensive aerial attacks carried out by the Allied and Axis powers against military, industrial, and civilian targets across Europe and Asia between 1939 and 1945.
  • B. United States Army Air Forces in World War II
    The United States Army Air Forces in World War II was the aerial warfare branch of the U.S. military responsible for strategic bombing, air superiority, and support operations across multiple theaters of the conflict.
  • C. Allied bombing of Germany
    The Allied bombing of Germany was a sustained strategic air campaign during World War II in which British and American air forces targeted German cities, industry, and infrastructure to weaken the Nazi war effort.
  • D. Airborne Warfare
    Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
  • E. World War II military motorcycles
    World War II military motorcycles were rugged, specially equipped motorbikes used by armed forces for dispatch riding, reconnaissance, and general transport across diverse and often harsh battlefront conditions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: referredAircraftEra
Context triple: [Zeke, referredAircraftEra, World War II military aviation]
  • A. aircraftGeneration
    Indicates a generational relationship between aircraft, such as one model being a successor, predecessor, or belonging to a specific generation relative to another.
  • B. historicalAircraftOperated
    Indicates that an entity previously operated a specific aircraft model during a past period, but no longer does so.
  • C. propulsionEra chosen
    Indicates the historical period or generation of propulsion technology associated with an entity (e.g., vehicle, engine, or system).
  • D. aircraftFlown
    Indicates that an entity (typically a person or organization) operates or pilots a particular aircraft.
  • E. aircraftAlliedApprox
    Indicates that one aircraft is approximately allied with another, reflecting a likely but not definitively confirmed friendly relationship between them.
  • F. None of above.

Provenance (6 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020dbd6dc8190ba011876c205754e completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02873b1dc8190b11a6c069f3e4f7e completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c035f54f6c8190badbfd800012c399 completed March 22, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69c036f0edb48190bfa74f7f2c9d9ab1 completed March 22, 2026, 6:37 p.m.
PD Predicate disambiguation batch_69c01b1890ec8190b9e6fa488792e4d4 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:39 p.m.