Triple
T7890048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamburg, Arkansas |
E183204
|
entity |
| Predicate | isCountySeatOf |
P383
|
FINISHED |
| Object | Ashley County, Arkansas |
E696390
|
NE FINISHED |
How this triple was built (2 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, isCountySeatOf, Ashley County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley County, Arkansas Context triple: [Hamburg, Arkansas, isCountySeatOf, Ashley County, Arkansas]
-
A.
Ashley County, Arkansas
chosen
Ashley County, Arkansas is a largely rural county in southeastern Arkansas known for its timber industry, agriculture, and county seat of Hamburg.
-
B.
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.
-
C.
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.
-
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69cc63a63fe0819095778a12bf437cf4 |
completed | April 1, 2026, 12:15 a.m. |
Created at: March 30, 2026, 5 p.m.