Triple
T3574017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lonoke County, Arkansas |
E75642
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object |
Arkansas County, Arkansas
Arkansas County, Arkansas is a historically significant county in the east-central part of the state, known for being one of Arkansas’s original counties and for its rich agricultural and wetland landscapes along the Arkansas River and Mississippi Flyway.
|
E380306
|
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: Arkansas County, Arkansas | Statement: [Lonoke County, Arkansas, hasBorderWith, Arkansas County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas County, Arkansas Context triple: [Lonoke County, Arkansas, hasBorderWith, Arkansas County, Arkansas]
-
A.
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.
-
B.
Jefferson County, Arkansas
Jefferson County, Arkansas is a county in the southeastern part of the state known for its county seat of Pine Bluff and its location along the Arkansas River.
-
C.
Benton County, Arkansas
Benton County, Arkansas is a rapidly growing county in northwest Arkansas known for being home to major cities like Rogers and Bentonville, the headquarters of Walmart.
-
D.
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.
-
E.
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.
- 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: Arkansas County, Arkansas Triple: [Lonoke County, Arkansas, hasBorderWith, Arkansas County, Arkansas]
Generated description
Arkansas County, Arkansas is a historically significant county in the east-central part of the state, known for being one of Arkansas’s original counties and for its rich agricultural and wetland landscapes along the Arkansas River and Mississippi Flyway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas County, Arkansas Target entity description: Arkansas County, Arkansas is a historically significant county in the east-central part of the state, known for being one of Arkansas’s original counties and for its rich agricultural and wetland landscapes along the Arkansas River and Mississippi Flyway.
-
A.
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.
-
B.
Jefferson County, Arkansas
Jefferson County, Arkansas is a county in the southeastern part of the state known for its county seat of Pine Bluff and its location along the Arkansas River.
-
C.
Benton County, Arkansas
Benton County, Arkansas is a rapidly growing county in northwest Arkansas known for being home to major cities like Rogers and Bentonville, the headquarters of Walmart.
-
D.
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.
-
E.
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.
- 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_69ad85d5e3008190bdfe0bacdd1f5a1b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0d928f08190830347b3b032178a |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c37c68108190ada8c319e1ec09fa |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c7786b4c819092f8d162760946d9 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7c6b10881909cb4c190c027c207 |
completed | March 14, 2026, 2:28 a.m. |
Created at: March 8, 2026, 3:21 p.m.