Triple

T16310330
Position Surface form Disambiguated ID Type / Status
Subject Fairchild Air Force Base E396037 entity
Predicate hostsUnit P3556 FINISHED
Object Survival, Evasion, Resistance and Escape (SERE) school
Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
E1205145 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: Survival, Evasion, Resistance and Escape (SERE) school | Statement: [Fairchild Air Force Base, hostsUnit, Survival, Evasion, Resistance and Escape (SERE) school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Survival, Evasion, Resistance and Escape (SERE) school
Context triple: [Fairchild Air Force Base, hostsUnit, Survival, Evasion, Resistance and Escape (SERE) school]
  • A. Special Forces Training School
    The Special Forces Training School is a Sri Lanka Army institution dedicated to training and preparing elite special operations soldiers for high-risk, specialized military missions.
  • B. U.S. Army Ranger School
    U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
  • C. Special Operations Training Center
    The Special Operations Training Center is a Romanian military facility dedicated to preparing and training elite special operations forces for complex and high-risk missions.
  • D. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • E. United States Army Airborne School
    The United States Army Airborne School is the U.S. Army’s primary training institution for qualifying soldiers in military parachute operations and airborne tactics.
  • 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: Survival, Evasion, Resistance and Escape (SERE) school
Triple: [Fairchild Air Force Base, hostsUnit, Survival, Evasion, Resistance and Escape (SERE) school]
Generated description
Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Survival, Evasion, Resistance and Escape (SERE) school
Target entity description: Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
  • A. Special Forces Training School
    The Special Forces Training School is a Sri Lanka Army institution dedicated to training and preparing elite special operations soldiers for high-risk, specialized military missions.
  • B. U.S. Army Ranger School
    U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
  • C. Special Operations Training Center
    The Special Operations Training Center is a Romanian military facility dedicated to preparing and training elite special operations forces for complex and high-risk missions.
  • D. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • E. United States Army Airborne School
    The United States Army Airborne School is the U.S. Army’s primary training institution for qualifying soldiers in military parachute operations and airborne tactics.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288da27f88190aa241e3addf9cd7f completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa517908190a29caa0156b1d1cd completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a00204bc3dc8190af075707f8989e3a completed May 10, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_6a00215cc7a48190a5c4219d15749aa2 completed May 10, 2026, 6:10 a.m.
Created at: April 10, 2026, 5:06 a.m.