Triple
T4858834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texarkana, Arkansas |
E108604
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Miller County, Arkansas
Miller County, Arkansas is a county in the southwestern corner of Arkansas that includes part of the Texarkana metropolitan area along the Texas state line.
|
E474760
|
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: Miller County, Arkansas | Statement: [Texarkana, Arkansas, county, Miller County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miller County, Arkansas Context triple: [Texarkana, Arkansas, county, Miller County, Arkansas]
-
A.
Pulaski County, Arkansas
Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
-
B.
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.
-
C.
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.
-
D.
Saline County, Arkansas
Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
-
E.
Lee County, Arkansas
Lee County, Arkansas is a rural county in eastern Arkansas known for its agricultural economy and location in the Mississippi Delta region.
- 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: Miller County, Arkansas Triple: [Texarkana, Arkansas, county, Miller County, Arkansas]
Generated description
Miller County, Arkansas is a county in the southwestern corner of Arkansas that includes part of the Texarkana metropolitan area along the Texas state line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Miller County, Arkansas Target entity description: Miller County, Arkansas is a county in the southwestern corner of Arkansas that includes part of the Texarkana metropolitan area along the Texas state line.
-
A.
Pulaski County, Arkansas
Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
-
B.
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.
-
C.
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.
-
D.
Saline County, Arkansas
Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
-
E.
Lee County, Arkansas
Lee County, Arkansas is a rural county in eastern Arkansas known for its agricultural economy and location in the Mississippi Delta region.
- 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_69bd440b965081908b0557721cae6338 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d5b2f008190a5fd11d3aec165fb |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cf05d7c8190ac6e1b9e93b5256f |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5f98d4d481908eedf03569d38642 |
completed | March 21, 2026, 9:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6044d31081908384ed9da8c6b707 |
completed | March 21, 2026, 9:09 a.m. |
Created at: March 20, 2026, 1:26 p.m.