Triple
T7507509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huttig, Arkansas, United States |
E177427
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Union County, Arkansas
Union County, Arkansas is a largely rural county in southern Arkansas known historically for its timber and oil industries and anchored by the city of El Dorado.
|
E670526
|
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: Union County, Arkansas | Statement: [Huttig, Arkansas, United States, county, Union County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union County, Arkansas Context triple: [Huttig, Arkansas, United States, county, Union County, Arkansas]
-
A.
Madison County, Arkansas
Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
-
B.
Carroll County, Arkansas
Carroll County, Arkansas is a rural county in the Ozark Mountains of northern Arkansas, known for its historic towns like Eureka Springs and Berryville and its scenic natural landscapes.
-
C.
Washington County, Arkansas
Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
-
D.
Pike County, Arkansas
Pike County, Arkansas is a rural county in southwestern Arkansas known for its natural resources, outdoor recreation, and the Crater of Diamonds State Park where visitors can search for real diamonds.
-
E.
Franklin County, Arkansas
Franklin County, Arkansas is a rural county in western Arkansas known for its Ozark Mountain landscapes, small communities, and agricultural and outdoor recreation-based economy.
- 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: Union County, Arkansas Triple: [Huttig, Arkansas, United States, county, Union County, Arkansas]
Generated description
Union County, Arkansas is a largely rural county in southern Arkansas known historically for its timber and oil industries and anchored by the city of El Dorado.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union County, Arkansas Target entity description: Union County, Arkansas is a largely rural county in southern Arkansas known historically for its timber and oil industries and anchored by the city of El Dorado.
-
A.
Madison County, Arkansas
Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
-
B.
Carroll County, Arkansas
Carroll County, Arkansas is a rural county in the Ozark Mountains of northern Arkansas, known for its historic towns like Eureka Springs and Berryville and its scenic natural landscapes.
-
C.
Washington County, Arkansas
Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
-
D.
Pike County, Arkansas
Pike County, Arkansas is a rural county in southwestern Arkansas known for its natural resources, outdoor recreation, and the Crater of Diamonds State Park where visitors can search for real diamonds.
-
E.
Franklin County, Arkansas
Franklin County, Arkansas is a rural county in western Arkansas known for its Ozark Mountain landscapes, small communities, and agricultural and outdoor recreation-based economy.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8460be99881909cada82cf7563421 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c84765ee64819082d3189c8a768455 |
completed | March 28, 2026, 9:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84828b2c48190a70f3bcd9e7554cc |
completed | March 28, 2026, 9:29 p.m. |
Created at: March 27, 2026, 3:45 p.m.