Triple

T4364952
Position Surface form Disambiguated ID Type / Status
Subject Air Force Special Operations Command E98747 entity
Predicate employs P7 FINISHED
Object Pararescuemen
Pararescuemen are elite U.S. Air Force special operations personnel trained to conduct combat search and rescue missions, often risking their lives to recover and medically treat downed aircrew and other isolated personnel in hostile environments.
E432544 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: Pararescuemen | Statement: [Air Force Special Operations Command, employs, Pararescuemen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pararescuemen
Context triple: [Air Force Special Operations Command, employs, Pararescuemen]
  • A. Seabees
    The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
  • B. Airman
    Airman is a young adult historical adventure novel by Eoin Colfer that follows a falsely accused boy’s daring quest for freedom and justice using his obsession with flight.
  • C. U.S. Air Force Reserve Hurricane Hunters
    The U.S. Air Force Reserve Hurricane Hunters are a specialized aerial reconnaissance unit that flies into tropical storms and hurricanes to collect critical meteorological data for forecasting and research.
  • D. Green Berets
    The Green Berets are the U.S. Army’s elite Special Forces unit, specializing in unconventional warfare, foreign internal defense, and special reconnaissance missions worldwide.
  • E. U.S. Army voltigeurs
    The U.S. Army voltigeurs were a specialized light infantry regiment formed for the Mexican–American War, noted for their prominent role in storming the fortress of Chapultepec in 1847.
  • 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: Pararescuemen
Triple: [Air Force Special Operations Command, employs, Pararescuemen]
Generated description
Pararescuemen are elite U.S. Air Force special operations personnel trained to conduct combat search and rescue missions, often risking their lives to recover and medically treat downed aircrew and other isolated personnel in hostile environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pararescuemen
Target entity description: Pararescuemen are elite U.S. Air Force special operations personnel trained to conduct combat search and rescue missions, often risking their lives to recover and medically treat downed aircrew and other isolated personnel in hostile environments.
  • A. Seabees
    The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
  • B. Airman
    Airman is a young adult historical adventure novel by Eoin Colfer that follows a falsely accused boy’s daring quest for freedom and justice using his obsession with flight.
  • C. U.S. Air Force Reserve Hurricane Hunters
    The U.S. Air Force Reserve Hurricane Hunters are a specialized aerial reconnaissance unit that flies into tropical storms and hurricanes to collect critical meteorological data for forecasting and research.
  • D. Green Berets
    The Green Berets are the U.S. Army’s elite Special Forces unit, specializing in unconventional warfare, foreign internal defense, and special reconnaissance missions worldwide.
  • E. U.S. Army voltigeurs
    The U.S. Army voltigeurs were a specialized light infantry regiment formed for the Mexican–American War, noted for their prominent role in storming the fortress of Chapultepec in 1847.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351fea3e88190807b99868982c491 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc925d881909fac944bc7ce5407 completed March 14, 2026, 10:06 p.m.
NEDg Description generation batch_69b5dc587b108190a8e3da0fde98a7ce completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dcbf4d5081908d24bce8e2769124 completed March 14, 2026, 10:10 p.m.
Created at: March 12, 2026, 11:16 p.m.