Triple

T779722
Position Surface form Disambiguated ID Type / Status
Subject James M. Gavin E16468 entity
Predicate notableWork P4 FINISHED
Object 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.
E92015 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: Airborne Warfare | Statement: [James M. Gavin, notableWork, Airborne Warfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airborne Warfare
Context triple: [James M. Gavin, notableWork, Airborne Warfare]
  • A. 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.
  • 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. Long-Range Aviation
    Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
  • D. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • E. Military Transport Aviation
    Military Transport Aviation was the branch of the Soviet Air Forces responsible for strategic and tactical airlift of troops, equipment, and supplies, as well as airborne operations and logistical support.
  • 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: Airborne Warfare
Triple: [James M. Gavin, notableWork, Airborne Warfare]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airborne Warfare
Target entity description: 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.
  • A. 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.
  • 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. Long-Range Aviation
    Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
  • D. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • E. Military Transport Aviation
    Military Transport Aviation was the branch of the Soviet Air Forces responsible for strategic and tactical airlift of troops, equipment, and supplies, as well as airborne operations and logistical support.
  • 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a750c6708190a3f2c3abf16b4ea4 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66d9dd9b48190ba7fae75db01c114 completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66f03f1e88190a2a7cdbe57f57bc2 completed March 3, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69a66fa5123c819085ee7cef0c7013c9 completed March 3, 2026, 5:20 a.m.
Created at: March 1, 2026, 7:37 p.m.