Triple
T21343754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frio County, Texas |
E526271
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
United States Census Bureau South Texas region
The United States Census Bureau South Texas region is a statistical area defined by the U.S. Census Bureau that encompasses Frio County and other nearby counties in the southern part of Texas for data collection and analysis purposes.
|
E1479612
|
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 South Texas region | Statement: [Frio County, Texas, locatedIn, United States Census Bureau South Texas region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau South Texas region Context triple: [Frio County, Texas, locatedIn, United States Census Bureau South Texas region]
-
A.
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.
-
B.
United States Census Bureau-designated West Texas region
The United States Census Bureau-designated West Texas region is a large, predominantly rural area of western Texas characterized by wide-open landscapes, energy production, and sparse population centers.
-
C.
United States Census Bureau West South Central division
The United States Census Bureau West South Central division is a U.S. census region that includes the states of Arkansas, Louisiana, Oklahoma, and Texas for statistical and demographic analysis.
-
D.
United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
-
E.
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.
- 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 South Texas region Triple: [Frio County, Texas, locatedIn, United States Census Bureau South Texas region]
Generated description
The United States Census Bureau South Texas region is a statistical area defined by the U.S. Census Bureau that encompasses Frio County and other nearby counties in the southern part of Texas for data collection and analysis purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau South Texas region Target entity description: The United States Census Bureau South Texas region is a statistical area defined by the U.S. Census Bureau that encompasses Frio County and other nearby counties in the southern part of Texas for data collection and analysis purposes.
-
A.
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.
-
B.
United States Census Bureau-designated West Texas region
The United States Census Bureau-designated West Texas region is a large, predominantly rural area of western Texas characterized by wide-open landscapes, energy production, and sparse population centers.
-
C.
United States Census Bureau West South Central division
The United States Census Bureau West South Central division is a U.S. census region that includes the states of Arkansas, Louisiana, Oklahoma, and Texas for statistical and demographic analysis.
-
D.
United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
-
E.
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.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a8515bc48190b79f80e505550cd5 |
completed | April 22, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad58a7488190bf8478966cb4eb16 |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09adc17fe881909912debd91aaa115 |
completed | May 17, 2026, noon |
| NED2 | Entity disambiguation (via description) | batch_6a09aec317d081908f98379c17ad58de |
completed | May 17, 2026, 12:04 p.m. |
Created at: April 16, 2026, 4:44 p.m.