Triple
T12421302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bandera County |
E296777
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region)
The United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region) is a statistical grouping of counties in the Texas Hill Country used to define and analyze the region’s urban and semi-urban population and economic patterns.
|
E981522
|
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 Texas metropolitan and micropolitan areas (Hill Country region) | Statement: [Bandera County, partOf, United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region) Context triple: [Bandera County, partOf, United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region)]
-
A.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
-
B.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
C.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
D.
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.
-
E.
United States Census Bureau Waco Metropolitan Statistical Area
The United States Census Bureau Waco Metropolitan Statistical Area is a federally defined region centered on Waco, Texas, used for statistical purposes and encompassing Waco and its surrounding communities, including Crawford.
- 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 Texas metropolitan and micropolitan areas (Hill Country region) Triple: [Bandera County, partOf, United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region)]
Generated description
The United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region) is a statistical grouping of counties in the Texas Hill Country used to define and analyze the region’s urban and semi-urban population and economic patterns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region) Target entity description: The United States Census Bureau Texas metropolitan and micropolitan areas (Hill Country region) is a statistical grouping of counties in the Texas Hill Country used to define and analyze the region’s urban and semi-urban population and economic patterns.
-
A.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
-
B.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
C.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
D.
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.
-
E.
United States Census Bureau Waco Metropolitan Statistical Area
The United States Census Bureau Waco Metropolitan Statistical Area is a federally defined region centered on Waco, Texas, used for statistical purposes and encompassing Waco and its surrounding communities, including Crawford.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d702b1481909db5f5bed6292ce0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349552fc81909fe73dea082e3a25 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356c21908190b34d1324da8f8052 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63697d5b8819094728df472eb1914 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.