Triple
T17664035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crawford County, Georgia |
E440324
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
United States Census Bureau Macon, GA Metropolitan Statistical Area
The United States Census Bureau Macon, GA Metropolitan Statistical Area is a federally defined region centered on Macon, Georgia, used for statistical purposes to represent the broader urbanized area and its surrounding communities.
|
E1281670
|
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: United States Census Bureau Macon, GA Metropolitan Statistical Area | Statement: [Crawford County, Georgia, locatedIn, United States Census Bureau Macon, GA Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Macon, GA Metropolitan Statistical Area Context triple: [Crawford County, Georgia, locatedIn, United States Census Bureau Macon, GA Metropolitan Statistical Area]
-
A.
United States Census Bureau’s Albany, GA Metropolitan Statistical Area
The United States Census Bureau’s Albany, GA Metropolitan Statistical Area is a federally defined region centered on Albany, Georgia, used for statistical purposes to represent the broader local economy and population, including surrounding counties such as Mitchell County.
-
B.
United States Census Bureau’s Athens-Clarke County, GA MSA
The United States Census Bureau’s Athens-Clarke County, GA Metropolitan Statistical Area is a federally defined urban region centered on Athens in northeastern Georgia, used for statistical and economic analysis.
-
C.
United States Census Bureau metropolitan statistical area (Mason City micropolitan area)
The United States Census Bureau’s Mason City micropolitan area is a federally defined statistical region centered on Mason City, Iowa, used for analyzing population, economic, and social data in the surrounding non-metropolitan communities.
-
D.
United States Census Bureau’s Dalton, Georgia Metropolitan Statistical Area
The United States Census Bureau’s Dalton, Georgia Metropolitan Statistical Area is a federally defined region in northwest Georgia centered on the city of Dalton, used for statistical and economic analysis of its surrounding communities.
-
E.
United States Census Bureau Knoxville, TN Metropolitan Statistical Area
The United States Census Bureau Knoxville, TN Metropolitan Statistical Area is a federally defined region centered on Knoxville that encompasses Anderson County and surrounding counties for statistical and demographic analysis.
- 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: United States Census Bureau Macon, GA Metropolitan Statistical Area Triple: [Crawford County, Georgia, locatedIn, United States Census Bureau Macon, GA Metropolitan Statistical Area]
Generated description
The United States Census Bureau Macon, GA Metropolitan Statistical Area is a federally defined region centered on Macon, Georgia, used for statistical purposes to represent the broader urbanized area and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Macon, GA Metropolitan Statistical Area Target entity description: The United States Census Bureau Macon, GA Metropolitan Statistical Area is a federally defined region centered on Macon, Georgia, used for statistical purposes to represent the broader urbanized area and its surrounding communities.
-
A.
United States Census Bureau’s Albany, GA Metropolitan Statistical Area
The United States Census Bureau’s Albany, GA Metropolitan Statistical Area is a federally defined region centered on Albany, Georgia, used for statistical purposes to represent the broader local economy and population, including surrounding counties such as Mitchell County.
-
B.
United States Census Bureau’s Athens-Clarke County, GA MSA
The United States Census Bureau’s Athens-Clarke County, GA Metropolitan Statistical Area is a federally defined urban region centered on Athens in northeastern Georgia, used for statistical and economic analysis.
-
C.
United States Census Bureau metropolitan statistical area (Mason City micropolitan area)
The United States Census Bureau’s Mason City micropolitan area is a federally defined statistical region centered on Mason City, Iowa, used for analyzing population, economic, and social data in the surrounding non-metropolitan communities.
-
D.
United States Census Bureau’s Dalton, Georgia Metropolitan Statistical Area
The United States Census Bureau’s Dalton, Georgia Metropolitan Statistical Area is a federally defined region in northwest Georgia centered on the city of Dalton, used for statistical and economic analysis of its surrounding communities.
-
E.
United States Census Bureau Knoxville, TN Metropolitan Statistical Area
The United States Census Bureau Knoxville, TN Metropolitan Statistical Area is a federally defined region centered on Knoxville that encompasses Anderson County and surrounding counties for statistical and demographic analysis.
- 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46ea7f0ec81908eff43aa845584af |
completed | April 19, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02165c9a4481909a6c43b2b58e1fc8 |
completed | May 11, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_6a021f80092c81909a1827561ed69f17 |
completed | May 11, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a021fe90da48190810c7aa2c2de2801 |
completed | May 11, 2026, 6:28 p.m. |
Created at: April 10, 2026, 9:54 a.m.