Triple
T4749090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. National Matches |
E105433
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Small Arms Firing School
Small Arms Firing School is a marksmanship training program that provides instruction in the safe and effective use of small arms, often in conjunction with competitive shooting events.
|
E467874
|
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: Small Arms Firing School | Statement: [U.S. National Matches, hasComponent, Small Arms Firing School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Arms Firing School Context triple: [U.S. National Matches, hasComponent, Small Arms Firing School]
-
A.
Sergeants School
Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
-
B.
First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
-
C.
Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
-
D.
U.S. Army Ordnance School
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
-
E.
School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
- 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: Small Arms Firing School Triple: [U.S. National Matches, hasComponent, Small Arms Firing School]
Generated description
Small Arms Firing School is a marksmanship training program that provides instruction in the safe and effective use of small arms, often in conjunction with competitive shooting events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Arms Firing School Target entity description: Small Arms Firing School is a marksmanship training program that provides instruction in the safe and effective use of small arms, often in conjunction with competitive shooting events.
-
A.
Sergeants School
Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
-
B.
First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
-
C.
Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
-
D.
U.S. Army Ordnance School
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
-
E.
School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c6f5ac81908a62f9c17e77ac86 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a4e0844819098bb9abb05094a89 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3c9f8e048190a951b26c36cb7b23 |
completed | March 21, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3d232b888190a0fd64c55a18eb48 |
completed | March 21, 2026, 6:39 a.m. |
Created at: March 20, 2026, 1:20 p.m.