Triple

T5118239
Position Surface form Disambiguated ID Type / Status
Subject Airborne and Ranger Training Brigade E115390 entity
Predicate subordinateUnit P258 FINISHED
Object 4th Ranger Training Battalion
The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
 E499087 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: 4th Ranger Training Battalion | Statement: [Airborne and Ranger Training Brigade, subordinateUnit, 4th Ranger Training Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 4th Ranger Training Battalion
Context triple: [Airborne and Ranger Training Brigade, subordinateUnit, 4th Ranger Training Battalion]
  • A. 3rd Ranger Battalion
    The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
  • B. 1st Ranger Battalion
    The 1st Ranger Battalion is an elite U.S. Army light infantry special operations unit renowned for its rapid-deployment capabilities and participation in high-risk missions worldwide.
  • C. 2nd Ranger Battalion
    The 2nd Ranger Battalion is an elite U.S. Army light infantry unit specializing in airborne and direct-action special operations missions.
  • D. 75th Ranger Regiment
    The 75th Ranger Regiment is the U.S. Army’s elite airborne light infantry special operations unit, renowned for conducting direct action raids, special reconnaissance, and other high-risk missions worldwide.
  • E. 1st Reconnaissance Battalion
    The 1st Reconnaissance Battalion is an elite United States Marine Corps unit specializing in advanced reconnaissance and surveillance operations in support of Marine Air-Ground Task Forces.
  • 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: 4th Ranger Training Battalion
Triple: [Airborne and Ranger Training Brigade, subordinateUnit, 4th Ranger Training Battalion]
Generated description
The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 4th Ranger Training Battalion
Target entity description: The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
  • A. 3rd Ranger Battalion
    The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
  • B. 1st Ranger Battalion
    The 1st Ranger Battalion is an elite U.S. Army light infantry special operations unit renowned for its rapid-deployment capabilities and participation in high-risk missions worldwide.
  • C. 2nd Ranger Battalion
    The 2nd Ranger Battalion is an elite U.S. Army light infantry unit specializing in airborne and direct-action special operations missions.
  • D. 75th Ranger Regiment
    The 75th Ranger Regiment is the U.S. Army’s elite airborne light infantry special operations unit, renowned for conducting direct action raids, special reconnaissance, and other high-risk missions worldwide.
  • E. 1st Reconnaissance Battalion
    The 1st Reconnaissance Battalion is an elite United States Marine Corps unit specializing in advanced reconnaissance and surveillance operations in support of Marine Air-Ground Task Forces.
  • 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77ce1ea48190b283cae7bb9b72eb completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9185b9481908afd32bdeefa3f1e completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed97318ec8190adbf4f9e2925e0d4 completed March 21, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69bed9c5d250819091a42ad74bcbfd21 completed March 21, 2026, 5:47 p.m.
Created at: March 20, 2026, 1:41 p.m.