Triple
T18733615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston County, Georgia |
E458101
|
entity |
| Predicate | hasMajorEconomicDriver |
P2223
|
FINISHED |
| Object | Robins Air Force Base |
—
|
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: Robins Air Force Base | Statement: [Houston County, Georgia, hasMajorEconomicDriver, Robins Air Force Base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robins Air Force Base Context triple: [Houston County, Georgia, hasMajorEconomicDriver, Robins Air Force Base]
-
A.
Robins Air Force Base
chosen
Robins Air Force Base is a major United States Air Force installation in Georgia known for its large logistics, maintenance, and support operations.
-
B.
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.
-
C.
McGuire Air Force Base
McGuire Air Force Base is a major United States Air Force installation in New Jersey that serves as a key hub for air mobility and transport operations.
-
D.
Randolph Air Force Base
Randolph Air Force Base is a major United States Air Force installation near San Antonio known primarily as a key pilot training and education center.
-
E.
McClellan Air Force Base
McClellan Air Force Base is a former United States Air Force installation near Sacramento, California, historically used for logistics, maintenance, and support operations.
- 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: hasMajorEconomicDriver Context triple: [Houston County, Georgia, hasMajorEconomicDriver, Robins Air Force Base]
-
A.
hasEconomicFocus
Indicates that an entity is primarily concerned with, oriented toward, or specializing in economic matters, activities, or impacts.
-
B.
hasMajorEconomicRegion
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
C.
hasEconomicDimension
Indicates that something involves, affects, or is characterized by economic factors, considerations, or consequences.
-
D.
hasEconomicDevelopment
Indicates that one entity possesses, experiences, or is characterized by a certain level or type of economic growth, progress, or improvement in its economic conditions.
-
E.
hasEconomicRole
chosen
Indicates that an entity participates in or fulfills a specific function, position, or responsibility within an economic system or activity.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d791ab88190b333503f9b1ad0c0 |
completed | April 20, 2026, 12:04 a.m. |
| PD | Predicate disambiguation | batch_69e48d03766c8190a43f7681842f4f8d |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:51 a.m.