Triple
T908121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Moore, Georgia |
E19596
|
entity |
| Predicate | formerlyKnownAs |
P65
|
FINISHED |
| Object |
Fort Benning
Fort Benning was a major U.S. Army installation in Georgia, long known as a primary training center for infantry and airborne forces.
|
E109971
|
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: Fort Benning | Statement: [Fort Moore, Georgia, formerlyKnownAs, Fort Benning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Benning Context triple: [Fort Moore, Georgia, formerlyKnownAs, Fort Benning]
-
A.
Fort Huachuca
Fort Huachuca is a major U.S. Army installation in southeastern Arizona known for its roles in military intelligence, communications, and electronic testing.
-
B.
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.
-
C.
Fort Bragg
Fort Bragg is a small coastal city in Northern California known for its scenic Pacific shoreline, Glass Beach, and historic lumber industry.
-
D.
Fort Leonard Wood, Missouri
Fort Leonard Wood, Missouri is a major U.S. Army training installation known for its engineer, chemical, and military police schools.
-
E.
Camp Johnson
Camp Johnson is a United States Marine Corps installation in North Carolina primarily known as a key training site for Marine combat service support and logistics personnel.
- 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: Fort Benning Triple: [Fort Moore, Georgia, formerlyKnownAs, Fort Benning]
Generated description
Fort Benning was a major U.S. Army installation in Georgia, long known as a primary training center for infantry and airborne forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Benning Target entity description: Fort Benning was a major U.S. Army installation in Georgia, long known as a primary training center for infantry and airborne forces.
-
A.
Fort Huachuca
Fort Huachuca is a major U.S. Army installation in southeastern Arizona known for its roles in military intelligence, communications, and electronic testing.
-
B.
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.
-
C.
Fort Bragg
Fort Bragg is a small coastal city in Northern California known for its scenic Pacific shoreline, Glass Beach, and historic lumber industry.
-
D.
Fort Leonard Wood, Missouri
Fort Leonard Wood, Missouri is a major U.S. Army training installation known for its engineer, chemical, and military police schools.
-
E.
Camp Johnson
Camp Johnson is a United States Marine Corps installation in North Carolina primarily known as a key training site for Marine combat service support and logistics personnel.
- 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_69a4939e889c8190ac148b3ac1a7f90b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2cdc1788190a704809404f49986 |
completed | March 1, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7ee054c808190888594a6421c4b60 |
completed | March 4, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69a7ef1b38188190a580c0545e554958 |
completed | March 4, 2026, 8:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7ef79c1448190a227829e673cdff0 |
completed | March 4, 2026, 8:38 a.m. |
Created at: March 1, 2026, 7:39 p.m.