Triple
T9731348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wichita Falls, Texas |
E235748
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
United States Census Bureau Wichita Falls metropolitan area
The United States Census Bureau Wichita Falls metropolitan area is a federally defined metropolitan statistical area in North Texas centered on the city of Wichita Falls and its surrounding communities.
|
E817141
|
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 Wichita Falls metropolitan area | Statement: [Wichita Falls, Texas, locatedIn, United States Census Bureau Wichita Falls metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Wichita Falls metropolitan area Context triple: [Wichita Falls, Texas, locatedIn, United States Census Bureau Wichita Falls metropolitan area]
-
A.
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.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Wichita Falls metropolitan area Triple: [Wichita Falls, Texas, locatedIn, United States Census Bureau Wichita Falls metropolitan area]
Generated description
The United States Census Bureau Wichita Falls metropolitan area is a federally defined metropolitan statistical area in North Texas centered on the city of Wichita Falls and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Wichita Falls metropolitan area Target entity description: The United States Census Bureau Wichita Falls metropolitan area is a federally defined metropolitan statistical area in North Texas centered on the city of Wichita Falls and its surrounding communities.
-
A.
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.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eb2373c81909139c7a2ff2aa541 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb97b6c81908d5f1d4f587a9188 |
completed | April 4, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69d1a16fa29c8190be50ddaa566fcd7f |
completed | April 4, 2026, 11:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a335f2808190aca0c1689787b90a |
completed | April 4, 2026, 11:48 p.m. |
Created at: March 30, 2026, 8:21 p.m.