Triple
T7679004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston County, Alabama |
E173939
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
United States Census Bureau-designated Dothan metropolitan area
The United States Census Bureau-designated Dothan metropolitan area is a statistical region in southeastern Alabama centered on the city of Dothan and encompassing surrounding counties for demographic and economic analysis.
|
E681426
|
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-designated Dothan metropolitan area | Statement: [Houston County, Alabama, locatedIn, United States Census Bureau-designated Dothan metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-designated Dothan metropolitan area Context triple: [Houston County, Alabama, locatedIn, United States Census Bureau-designated Dothan metropolitan area]
-
A.
United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
The United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area is a bi-state urban region centered on the city of Columbus, spanning parts of western Georgia and eastern Alabama.
-
B.
United States Census Bureau-designated Southwest Georgia region
The United States Census Bureau-designated Southwest Georgia region is a statistical area in the southwestern part of Georgia used for demographic, economic, and administrative analysis, encompassing counties such as Sumter County.
-
C.
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.
-
D.
United States Census Bureau-defined Washington urban area
The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning purposes.
-
E.
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.
- 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-designated Dothan metropolitan area Triple: [Houston County, Alabama, locatedIn, United States Census Bureau-designated Dothan metropolitan area]
Generated description
The United States Census Bureau-designated Dothan metropolitan area is a statistical region in southeastern Alabama centered on the city of Dothan and encompassing surrounding counties for demographic and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-designated Dothan metropolitan area Target entity description: The United States Census Bureau-designated Dothan metropolitan area is a statistical region in southeastern Alabama centered on the city of Dothan and encompassing surrounding counties for demographic and economic analysis.
-
A.
United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
The United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area is a bi-state urban region centered on the city of Columbus, spanning parts of western Georgia and eastern Alabama.
-
B.
United States Census Bureau-designated Southwest Georgia region
The United States Census Bureau-designated Southwest Georgia region is a statistical area in the southwestern part of Georgia used for demographic, economic, and administrative analysis, encompassing counties such as Sumter County.
-
C.
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.
-
D.
United States Census Bureau-defined Washington urban area
The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning purposes.
-
E.
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.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701fe2cc88190b5fd5e1378c32e5b |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a248750481908f0de08aee78c9ba |
completed | March 29, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69c8a2fd5a348190a952f6cc3e622474 |
completed | March 29, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3a570948190ba733c3c858d4bfd |
completed | March 29, 2026, 3:59 a.m. |
Created at: March 27, 2026, 4:01 p.m.