Triple

T4908508
Position Surface form Disambiguated ID Type / Status
Subject Fort Benning E109971 entity
Predicate hosts P186 FINISHED
Object Sniper School
Sniper School is a specialized U.S. Army training program that teaches soldiers advanced marksmanship, fieldcraft, and long-range precision engagement skills.
 E478542 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: Sniper School | Statement: [Fort Benning, hosts, Sniper School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sniper School
Context triple: [Fort Benning, hosts, Sniper School]
  • A. Raptor Brigade
    Raptor Brigade is the nickname of the U.S. Army's 16th Combat Aviation Brigade, a helicopter and aviation unit that provides air assault, reconnaissance, and support capabilities.
  • B. Killshot
    Killshot is a crime novel by Elmore Leonard that follows a married couple targeted by a pair of hitmen, blending dark humor with tense, character-driven suspense.
  • C. The Specialist
    The Specialist is a 1994 action thriller film starring Sylvester Stallone and Sharon Stone, centered on a bomb expert drawn into a deadly revenge plot.
  • D. Guerrilla
    "Guerrilla" is a notable Bengali-language film that portrays the struggles and resistance during the Bangladesh Liberation War.
  • E. Killing Floor
    "Killing Floor" is a classic Chicago blues song by Howlin' Wolf, renowned for its powerful riff and lasting influence on rock and blues music.
  • 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: Sniper School
Triple: [Fort Benning, hosts, Sniper School]
Generated description
Sniper School is a specialized U.S. Army training program that teaches soldiers advanced marksmanship, fieldcraft, and long-range precision engagement skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sniper School
Target entity description: Sniper School is a specialized U.S. Army training program that teaches soldiers advanced marksmanship, fieldcraft, and long-range precision engagement skills.
  • A. Raptor Brigade
    Raptor Brigade is the nickname of the U.S. Army's 16th Combat Aviation Brigade, a helicopter and aviation unit that provides air assault, reconnaissance, and support capabilities.
  • B. Killshot
    Killshot is a crime novel by Elmore Leonard that follows a married couple targeted by a pair of hitmen, blending dark humor with tense, character-driven suspense.
  • C. The Specialist
    The Specialist is a 1994 action thriller film starring Sylvester Stallone and Sharon Stone, centered on a bomb expert drawn into a deadly revenge plot.
  • D. Guerrilla
    "Guerrilla" is a notable Bengali-language film that portrays the struggles and resistance during the Bangladesh Liberation War.
  • E. Killing Floor
    "Killing Floor" is a classic Chicago blues song by Howlin' Wolf, renowned for its powerful riff and lasting influence on rock and blues music.
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e765094819099481f4f2dd7c47d completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fe098b081908e17d6d349b76364 completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be7095dc8c8190bdda64e99232fe1e completed March 21, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69be710df238819085b0a873e23ecfd9 completed March 21, 2026, 10:21 a.m.
Created at: March 20, 2026, 1:29 p.m.