Triple
T2379643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Camp Humphreys |
E46279
|
entity |
| Predicate | garrison |
P75
|
FINISHED |
| Object |
USAG Humphreys
USAG Humphreys is the United States Army garrison responsible for operating and supporting Camp Humphreys, a major U.S. military installation in South Korea.
|
E262193
|
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: USAG Humphreys | Statement: [Camp Humphreys, garrison, USAG Humphreys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAG Humphreys Context triple: [Camp Humphreys, garrison, USAG Humphreys]
-
A.
Hurlburt Field
Hurlburt Field is a United States Air Force installation in Florida best known as the home of Air Force Special Operations Command and various special operations flying units.
-
B.
Schriever Space Force Base
Schriever Space Force Base is a U.S. Space Force installation in Colorado that serves as a key hub for space operations, satellite control, and training of Space Force Guardians.
-
C.
Otis Air Force Base
Otis Air Force Base is a former U.S. military installation on Cape Cod in Massachusetts that served as a key Air Force and Air National Guard facility during much of the 20th century.
-
D.
Andrews Air Force Base
Andrews Air Force Base is a major U.S. military installation in Maryland best known as the home base for Air Force One and other aircraft supporting the President and senior government officials.
-
E.
Fort Gregg-Adams
Fort Gregg-Adams is a major U.S. Army installation in Virginia that serves as the primary training and doctrine center for logistics, sustainment, and related support specialties.
- 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: USAG Humphreys Triple: [Camp Humphreys, garrison, USAG Humphreys]
Generated description
USAG Humphreys is the United States Army garrison responsible for operating and supporting Camp Humphreys, a major U.S. military installation in South Korea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USAG Humphreys Target entity description: USAG Humphreys is the United States Army garrison responsible for operating and supporting Camp Humphreys, a major U.S. military installation in South Korea.
-
A.
Hurlburt Field
Hurlburt Field is a United States Air Force installation in Florida best known as the home of Air Force Special Operations Command and various special operations flying units.
-
B.
Schriever Space Force Base
Schriever Space Force Base is a U.S. Space Force installation in Colorado that serves as a key hub for space operations, satellite control, and training of Space Force Guardians.
-
C.
Otis Air Force Base
Otis Air Force Base is a former U.S. military installation on Cape Cod in Massachusetts that served as a key Air Force and Air National Guard facility during much of the 20th century.
-
D.
Andrews Air Force Base
Andrews Air Force Base is a major U.S. military installation in Maryland best known as the home base for Air Force One and other aircraft supporting the President and senior government officials.
-
E.
Fort Gregg-Adams
Fort Gregg-Adams is a major U.S. Army installation in Virginia that serves as the primary training and doctrine center for logistics, sustainment, and related support specialties.
- 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc7b60c8c819080e4f682e4362a93 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3ccec008190b21c0bf84f8ecd09 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb43a78f88190a152c8fa83823202 |
completed | March 9, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb4a713508190a9b06ba88364d4d4 |
completed | March 9, 2026, 11:53 a.m. |
Created at: March 4, 2026, 7:57 p.m.