Triple
T3574015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lonoke County, Arkansas |
E75642
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object |
Faulkner County, Arkansas
Faulkner County, Arkansas is a centrally located county in the state of Arkansas, known for its county seat of Conway and its mix of suburban, educational, and rural communities.
|
E375555
|
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: Faulkner County, Arkansas | Statement: [Lonoke County, Arkansas, hasBorderWith, Faulkner County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faulkner County, Arkansas Context triple: [Lonoke County, Arkansas, hasBorderWith, Faulkner County, Arkansas]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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: Faulkner County, Arkansas Triple: [Lonoke County, Arkansas, hasBorderWith, Faulkner County, Arkansas]
Generated description
Faulkner County, Arkansas is a centrally located county in the state of Arkansas, known for its county seat of Conway and its mix of suburban, educational, and rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faulkner County, Arkansas Target entity description: Faulkner County, Arkansas is a centrally located county in the state of Arkansas, known for its county seat of Conway and its mix of suburban, educational, and rural communities.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69b44ef5f5348190b1088edee0d9d55c |
completed | March 13, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69b45285db388190b437b32db0bd4322 |
completed | March 13, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b462b64d2c81909683f8aeb1c0e924 |
completed | March 13, 2026, 7:17 p.m. |
Created at: March 8, 2026, 3:21 p.m.