Triple
T3318416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Third United States Army |
E69734
|
entity |
| Predicate | headquartersLocationIn21stCentury |
P40743
|
FINISHED |
| Object |
Shaw Air Force Base, South Carolina
Shaw Air Force Base, South Carolina is a major U.S. Air Force installation that serves as a key operational and command hub for air combat and Army forces in the southeastern United States.
|
E346760
|
NE FINISHED |
How this triple was built (5 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: Shaw Air Force Base, South Carolina | Statement: [Third United States Army, headquartersLocationIn21stCentury, Shaw Air Force Base, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaw Air Force Base, South Carolina Context triple: [Third United States Army, headquartersLocationIn21stCentury, Shaw Air Force Base, South Carolina]
-
A.
Joint Base Charleston
Joint Base Charleston is a major U.S. military installation that supports Air Force, Navy, Army, Marine Corps, Coast Guard, and other Department of Defense operations in the Charleston, South Carolina area.
-
B.
Walker Air Force Base (former)
Walker Air Force Base (former) was a major United States Air Force installation in New Mexico that played a key role in Strategic Air Command operations during the Cold War before its closure in the late 1960s.
-
C.
Robins Air Force Base, Georgia
Robins Air Force Base in Georgia is a major U.S. Air Force installation known for its large logistics, maintenance, and support operations, including serving as a key center for Air Force Reserve Command activities.
-
D.
Robins Air Force Base
Robins Air Force Base is a major United States Air Force installation in Georgia known for its large logistics, maintenance, and support operations.
-
E.
Hunter Army Airfield
Hunter Army Airfield is a U.S. Army airfield in Savannah, Georgia, that serves as a key base for rapid-deployment and special operations forces.
- 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: Shaw Air Force Base, South Carolina Triple: [Third United States Army, headquartersLocationIn21stCentury, Shaw Air Force Base, South Carolina]
Generated description
Shaw Air Force Base, South Carolina is a major U.S. Air Force installation that serves as a key operational and command hub for air combat and Army forces in the southeastern United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaw Air Force Base, South Carolina Target entity description: Shaw Air Force Base, South Carolina is a major U.S. Air Force installation that serves as a key operational and command hub for air combat and Army forces in the southeastern United States.
-
A.
Joint Base Charleston
Joint Base Charleston is a major U.S. military installation that supports Air Force, Navy, Army, Marine Corps, Coast Guard, and other Department of Defense operations in the Charleston, South Carolina area.
-
B.
Walker Air Force Base (former)
Walker Air Force Base (former) was a major United States Air Force installation in New Mexico that played a key role in Strategic Air Command operations during the Cold War before its closure in the late 1960s.
-
C.
Robins Air Force Base, Georgia
Robins Air Force Base in Georgia is a major U.S. Air Force installation known for its large logistics, maintenance, and support operations, including serving as a key center for Air Force Reserve Command activities.
-
D.
Robins Air Force Base
Robins Air Force Base is a major United States Air Force installation in Georgia known for its large logistics, maintenance, and support operations.
-
E.
Hunter Army Airfield
Hunter Army Airfield is a U.S. Army airfield in Savannah, Georgia, that serves as a key base for rapid-deployment and special operations forces.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: headquartersLocationIn21stCentury Context triple: [Third United States Army, headquartersLocationIn21stCentury, Shaw Air Force Base, South Carolina]
-
A.
headquartersLocation
Indicates the place where an organization’s main administrative center or principal office is located.
-
B.
headquartersLocationOfFoundedOrganization
Indicates that a location serves as the headquarters of an organization that was founded there.
-
C.
headquartersLocationTime
chosen
Indicates the location where an entity’s headquarters is situated during a specified time period.
-
D.
headquartersFoundedAt
Indicates that an organization's headquarters was originally established at a specific location.
-
E.
nearHeadquartersOf
Indicates that one entity is located geographically close to the headquarters of another entity.
- F. None of above.
Provenance (6 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_69ad85a0bb048190a5458d2738012d61 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1151f3c8190911af4edac701116 |
completed | March 8, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3fd5440819092f6847e56c05ff8 |
completed | March 12, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_69b300abcbf88190bf05da60d8fb430b |
completed | March 12, 2026, 6:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3132087888190af901e2551ef777c |
completed | March 12, 2026, 7:25 p.m. |
| PD | Predicate disambiguation | batch_69ada4282730819092aa39c5f9269df0 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:11 p.m.