Triple
T7890034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamburg, Arkansas |
E183204
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Ashley County, Arkansas
Ashley County, Arkansas is a largely rural county in southeastern Arkansas known for its timber industry, agriculture, and county seat of Hamburg.
|
E696390
|
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: Ashley County, Arkansas | Statement: [Hamburg, Arkansas, county, Ashley County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley County, Arkansas Context triple: [Hamburg, Arkansas, county, Ashley County, Arkansas]
-
A.
Ouachita County, Arkansas
Ouachita County, Arkansas is a county in southern Arkansas known for its seat in Camden and its location within the timber-rich, river-laced Gulf Coastal Plain region.
-
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.
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.
-
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.
Baxter County, Arkansas
Baxter County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation on Norfork and Bull Shoals Lakes, and county seat of Mountain Home.
- 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: Ashley County, Arkansas Triple: [Hamburg, Arkansas, county, Ashley County, Arkansas]
Generated description
Ashley County, Arkansas is a largely rural county in southeastern Arkansas known for its timber industry, agriculture, and county seat of Hamburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley County, Arkansas Target entity description: Ashley County, Arkansas is a largely rural county in southeastern Arkansas known for its timber industry, agriculture, and county seat of Hamburg.
-
A.
Ouachita County, Arkansas
Ouachita County, Arkansas is a county in southern Arkansas known for its seat in Camden and its location within the timber-rich, river-laced Gulf Coastal Plain region.
-
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.
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.
-
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.
Baxter County, Arkansas
Baxter County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation on Norfork and Bull Shoals Lakes, and county seat of Mountain Home.
- 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39ecb700819091c1bdfa95349d36 |
completed | March 31, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b9f47cc8190a6f9fc087010ad96 |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb5df0287881908bce1a4449e9f252 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb769944d08190ba8c2f5fe76e037b |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5 p.m.