Triple
T20270864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 4th Ranger Training Battalion |
E499087
|
entity |
| Predicate | formerlyGarrison |
P121176
|
FINISHED |
| Object | Fort Benning, Georgia |
—
|
NE NERFINISHED |
How this triple was built (3 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: Fort Benning, Georgia | Statement: [4th Ranger Training Battalion, formerlyGarrison, Fort Benning, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Benning, Georgia Context triple: [4th Ranger Training Battalion, formerlyGarrison, Fort Benning, Georgia]
-
A.
Fort Benning
chosen
Fort Benning was a major U.S. Army installation in Georgia, long known as a primary training center for infantry and airborne forces.
-
B.
Fort Gordon
Fort Gordon is a United States Army installation near Augusta, Georgia, historically known for its signal and cyber operations training missions.
-
C.
Fort Stewart
Fort Stewart is a major U.S. Army installation in southeastern Georgia that serves as a key training and deployment base for armored and mechanized units.
-
D.
Camp Wheeler, Georgia
Camp Wheeler, Georgia was a major U.S. Army training camp used primarily during World War I and World War II to prepare infantry divisions for combat.
-
E.
Fort Bragg
Fort Bragg is a major U.S. Army installation in North Carolina known as one of the world’s largest military bases and a central hub for airborne and special operations forces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerlyGarrison Context triple: [4th Ranger Training Battalion, formerlyGarrison, Fort Benning, Georgia]
-
A.
garrisonOrigin
Indicates that a garrison or stationed military force originates from, or was initially formed in, a specified location or source.
-
B.
garrisonDevelopedBy
Indicates that a garrison is created, established, or developed by a specific agent or organization.
-
C.
formerlyGarrisonAssociation
chosen
Indicates that an entity previously served as the garrison or host location for a particular military unit, organization, or association, but no longer holds that role.
-
D.
laterGarrisonedBy
Indicates that a location or structure was subsequently occupied and used as a military garrison by a specified force or group.
-
E.
garrisonIncluded
Indicates that a particular garrison is included within, or forms part of, a specified larger military force, unit, or installation.
- F. None of above.
Provenance (3 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e675dd7c58819095bbf4baeda04d6a |
completed | April 20, 2026, 6:52 p.m. |
| PD | Predicate disambiguation | batch_69e55b1e5e1c8190ba8a5544b1db9e1d |
completed | April 19, 2026, 10:45 p.m. |
Created at: April 11, 2026, 11:42 p.m.