Triple
T12544303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hempstead County, Arkansas |
E299920
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Howard County, Arkansas
Howard County, Arkansas is a rural county in southwestern Arkansas known for its agriculture, timber industry, and small communities such as its county seat, Nashville.
|
E999983
|
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: Howard County, Arkansas | Statement: [Hempstead County, Arkansas, borderedBy, Howard County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard County, Arkansas Context triple: [Hempstead County, Arkansas, borderedBy, Howard County, Arkansas]
-
A.
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.
-
B.
Montgomery County, Arkansas
Montgomery County, Arkansas is a rural county in west-central Arkansas known for its scenic Ouachita Mountains, extensive outdoor recreation, and proximity to Lake Ouachita and the Ouachita National Forest.
-
C.
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.
-
D.
Scott County, Arkansas
Scott County, Arkansas is a rural county in western Arkansas known for its mountainous terrain, outdoor recreation areas, and location within the Ouachita National Forest region.
-
E.
Newton County, Arkansas
Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
- 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: Howard County, Arkansas Triple: [Hempstead County, Arkansas, borderedBy, Howard County, Arkansas]
Generated description
Howard County, Arkansas is a rural county in southwestern Arkansas known for its agriculture, timber industry, and small communities such as its county seat, Nashville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard County, Arkansas Target entity description: Howard County, Arkansas is a rural county in southwestern Arkansas known for its agriculture, timber industry, and small communities such as its county seat, Nashville.
-
A.
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.
-
B.
Montgomery County, Arkansas
Montgomery County, Arkansas is a rural county in west-central Arkansas known for its scenic Ouachita Mountains, extensive outdoor recreation, and proximity to Lake Ouachita and the Ouachita National Forest.
-
C.
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.
-
D.
Scott County, Arkansas
Scott County, Arkansas is a rural county in western Arkansas known for its mountainous terrain, outdoor recreation areas, and location within the Ouachita National Forest region.
-
E.
Newton County, Arkansas
Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9547f9a1c81908f54c58a116a8446 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c6c21348190b851fce31df307e2 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67db4dd2081909a238e368645e899 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67ec570a881909c98471b701999f0 |
completed | May 2, 2026, 10:46 p.m. |
Created at: April 8, 2026, 9:57 p.m.