Triple

T10028828
Position Surface form Disambiguated ID Type / Status
Subject Boeing P-26 Peashooter E204799 entity
Predicate primaryUser P2090 FINISHED
Object Philippine Army Air Corps
The Philippine Army Air Corps was the pre–World War II air arm of the Philippine Commonwealth’s military forces, operating under U.S. oversight and serving as the forerunner of the modern Philippine Air Force.
 E156237 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: Philippine Army Air Corps | Statement: [Boeing P-26 Peashooter, primaryUser, Philippine Army Air Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philippine Army Air Corps
Context triple: [Boeing P-26 Peashooter, primaryUser, Philippine Army Air Corps]
  • A. Philippine Air Force 710th Special Operations Wing
    The Philippine Air Force 710th Special Operations Wing is an elite air force unit specializing in counterterrorism, special operations, and rapid deployment missions in support of national security objectives.
  • B. Philippine Air Force
    The Philippine Air Force is the aerial warfare branch of the Armed Forces of the Philippines, responsible for defending the country’s airspace and providing air support for military and humanitarian operations.
  • C. Philippine Army Special Forces Regiment (Airborne)
    The Philippine Army Special Forces Regiment (Airborne) is an elite special operations unit specializing in unconventional warfare, counterterrorism, and airborne operations within the Philippine Army.
  • D. Philippine Army Scout Ranger Regiment
    The Philippine Army Scout Ranger Regiment is an elite special operations unit renowned for its expertise in small-unit tactics, jungle warfare, and counterinsurgency missions.
  • E. Philippine Army
    The Philippine Army is the main ground warfare branch of the Philippines’ military, responsible for land-based defense and security operations across the country.
  • 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: Philippine Army Air Corps
Triple: [Boeing P-26 Peashooter, primaryUser, Philippine Army Air Corps]
Generated description
The Philippine Army Air Corps was the pre–World War II air arm of the Philippine Commonwealth’s military forces, operating under U.S. oversight and serving as the forerunner of the modern Philippine Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philippine Army Air Corps
Target entity description: The Philippine Army Air Corps was the pre–World War II air arm of the Philippine Commonwealth’s military forces, operating under U.S. oversight and serving as the forerunner of the modern Philippine Air Force.
  • A. Philippine Air Force 710th Special Operations Wing
    The Philippine Air Force 710th Special Operations Wing is an elite air force unit specializing in counterterrorism, special operations, and rapid deployment missions in support of national security objectives.
  • B. Philippine Air Force chosen
    The Philippine Air Force is the aerial warfare branch of the Armed Forces of the Philippines, responsible for defending the country’s airspace and providing air support for military and humanitarian operations.
  • C. Philippine Army Special Forces Regiment (Airborne)
    The Philippine Army Special Forces Regiment (Airborne) is an elite special operations unit specializing in unconventional warfare, counterterrorism, and airborne operations within the Philippine Army.
  • D. Philippine Army Scout Ranger Regiment
    The Philippine Army Scout Ranger Regiment is an elite special operations unit renowned for its expertise in small-unit tactics, jungle warfare, and counterinsurgency missions.
  • E. Philippine Army
    The Philippine Army is the main ground warfare branch of the Philippines’ military, responsible for land-based defense and security operations across the country.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcde51c408190afb34010b1707014 completed April 2, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282351ebc8190b22bf3964823b0ee completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d282fd10248190a1a0b4573b2065ae completed April 5, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69d283d0e1748190a0c65bbaa8e8348e completed April 5, 2026, 3:46 p.m.
Created at: March 30, 2026, 8:54 p.m.