Triple
T19113412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ranger Physical Assessment |
E467845
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Benning Phase of Ranger School |
—
|
NE NERFINISHED |
How this triple was built (2 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: Benning Phase of Ranger School | Statement: [Ranger Physical Assessment, associatedWith, Benning Phase of Ranger School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benning Phase of Ranger School Context triple: [Ranger Physical Assessment, associatedWith, Benning Phase of Ranger School]
-
A.
Operation Ranger
Operation Ranger was a series of early U.S. atmospheric nuclear tests conducted in 1951 at the Nevada Test Site to advance weapons development during the Cold War.
-
B.
Ranger Handbook
The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
-
C.
U.S. Army Ranger School
chosen
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.
-
D.
Battle School
Battle School is a futuristic orbital military academy where gifted children are rigorously trained through zero-gravity war games to prepare for interstellar conflict in Orson Scott Card’s Ender’s Game.
-
E.
Weapons School
Weapons School is the United States Air Force’s elite advanced training institution that develops expert instructors in weapons and tactics for combat air forces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39553708190b64e24e1d190833e |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.