Triple

T17355954
Position Surface form Disambiguated ID Type / Status
Subject M1C sniper variant E421934 entity
Predicate serviceBranch P2099 FINISHED
Object United States Army sniper units
United States Army sniper units are specialized military teams trained in long-range precision marksmanship, reconnaissance, and target acquisition to support combat operations.
 — NE ONNED2

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: United States Army sniper units | Statement: [M1C sniper variant, serviceBranch, United States Army sniper units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Army sniper units
Context triple: [M1C sniper variant, serviceBranch, United States Army sniper units]
  • A. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • B. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • C. 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.
  • D. United States Special Forces
    The United States Special Forces are elite U.S. Army units specializing in unconventional warfare, counterterrorism, foreign internal defense, and special reconnaissance missions worldwide.
  • E. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • 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: United States Army sniper units
Triple: [M1C sniper variant, serviceBranch, United States Army sniper units]
Generated description
United States Army sniper units are specialized military teams trained in long-range precision marksmanship, reconnaissance, and target acquisition to support combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States Army sniper units
Target entity description: United States Army sniper units are specialized military teams trained in long-range precision marksmanship, reconnaissance, and target acquisition to support combat operations.
  • A. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • B. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • C. 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.
  • D. United States Special Forces
    The United States Special Forces are elite U.S. Army units specializing in unconventional warfare, counterterrorism, foreign internal defense, and special reconnaissance missions worldwide.
  • E. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • 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_69d889d520008190a26917a95bf1c2ea completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a487bd8819081c6d1e4aa466d6f completed April 19, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01955c37b48190bcef819e106005d2 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a0195eb944c81909c5cde7899c50924 completed May 11, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_6a01966875308190b36fa5005c6b5aa7 created May 11, 2026, 8:42 a.m.
Created at: April 10, 2026, 5:44 a.m.