Triple
T2094657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texoma region |
E32751
|
entity |
| Predicate | hasMicropolitanArea |
P35912
|
FINISHED |
| Object |
Durant micropolitan area
The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
|
E234834
|
NE FINISHED |
How this triple was built (5 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: Durant micropolitan area | Statement: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durant micropolitan area Context triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
-
A.
Cresco micropolitan area
The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
-
B.
El Dorado micropolitan area
The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
-
C.
Hannibal Micropolitan Area
The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
Sherman–Denison metropolitan area
The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
- 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: Durant micropolitan area Triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
Generated description
The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durant micropolitan area Target entity description: The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
-
A.
Cresco micropolitan area
The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
-
B.
El Dorado micropolitan area
The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
-
C.
Hannibal Micropolitan Area
The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
Sherman–Denison metropolitan area
The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMicropolitanArea Context triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
-
A.
hasMetropolitanAreaName
Indicates that an entity is associated with a metropolitan area identified by a specific name.
-
B.
hasMetropolitanCounty
Indicates that an entity is associated with, located within, or administered by a specific metropolitan county.
-
C.
metropolitanStatisticalArea
Indicates that one place is part of, or classified within, a specific metropolitan statistical area as defined for demographic or economic analysis.
-
D.
representsMetropolitanArea
Indicates that one entity serves as or corresponds to the metropolitan area associated with another entity.
-
E.
locatedNearMetropolitanArea
Indicates that one entity is situated in close geographic proximity to a metropolitan (urban) area.
- F. None of above. chosen
Provenance (7 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba99ddc48190bb2097b56efb7aca |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305cb77c819085c4f3eb2223f749 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30f6b7c4819080cb7cb7adc1f6d3 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31871d408190a4ae64372660fa79 |
completed | March 9, 2026, 2:33 a.m. |
| PD | Predicate disambiguation | batch_69abb7b6274081909df36cd7a7c6a675 |
completed | March 7, 2026, 5:29 a.m. |
| PDg | Predicate description generation | batch_69abba2e65b48190bb19cfc4b0f8c462 |
completed | March 7, 2026, 5:39 a.m. |
Created at: March 4, 2026, 7:43 p.m.