Triple
T22715349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilkinson County, Georgia |
E561713
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
United States Census Bureau Macon–Warner Robins Combined Statistical Area
The United States Census Bureau Macon–Warner Robins Combined Statistical Area is a federally defined region in central Georgia that groups together the Macon and Warner Robins metropolitan and surrounding counties for statistical and economic analysis.
|
E1550337
|
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–Warner Robins Combined Statistical Area | Statement: [Wilkinson County, Georgia, locatedIn, United States Census Bureau Macon–Warner Robins Combined Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Macon–Warner Robins Combined Statistical Area Context triple: [Wilkinson County, Georgia, locatedIn, United States Census Bureau Macon–Warner Robins Combined Statistical Area]
-
A.
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.
-
B.
United States Census Bureau South region
The United States Census Bureau South region is one of four major U.S. census regions, encompassing a broad group of southern and southeastern states for statistical and demographic analysis.
-
C.
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.
-
D.
United States Census Bureau-designated Micropolitan Statistical Area of McRae-Helena
The United States Census Bureau-designated Micropolitan Statistical Area of McRae-Helena is a small urban-centered region in Georgia built around the city of McRae-Helena and its surrounding communities, used for statistical and economic analysis.
-
E.
U.S. Census Bureau’s Demopolis micropolitan area
The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic 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–Warner Robins Combined Statistical Area Triple: [Wilkinson County, Georgia, locatedIn, United States Census Bureau Macon–Warner Robins Combined Statistical Area]
Generated description
The United States Census Bureau Macon–Warner Robins Combined Statistical Area is a federally defined region in central Georgia that groups together the Macon and Warner Robins metropolitan and surrounding counties for statistical and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Macon–Warner Robins Combined Statistical Area Target entity description: The United States Census Bureau Macon–Warner Robins Combined Statistical Area is a federally defined region in central Georgia that groups together the Macon and Warner Robins metropolitan and surrounding counties for statistical and economic analysis.
-
A.
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.
-
B.
United States Census Bureau South region
The United States Census Bureau South region is one of four major U.S. census regions, encompassing a broad group of southern and southeastern states for statistical and demographic analysis.
-
C.
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.
-
D.
United States Census Bureau-designated Micropolitan Statistical Area of McRae-Helena
The United States Census Bureau-designated Micropolitan Statistical Area of McRae-Helena is a small urban-centered region in Georgia built around the city of McRae-Helena and its surrounding communities, used for statistical and economic analysis.
-
E.
U.S. Census Bureau’s Demopolis micropolitan area
The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic 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_69e2454f1348819088d83f420925a5c1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1790ca59881909064d49f331fb711 |
completed | April 29, 2026, 3:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b7edd69648190af49c198a389798f |
completed | May 18, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_6a0b80627f10819096773bfbc8d8fc76 |
completed | May 18, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b813421ec8190bdc6e0920ddbf6a5 |
completed | May 18, 2026, 9:14 p.m. |
Created at: April 17, 2026, 3:18 p.m.