Triple
T23136199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carroll County, Arkansas |
E577328
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object | Arkansas Highway 23 |
—
|
NE NERFINISHED |
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: Arkansas Highway 23 | Statement: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 23 Context triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 23]
-
A.
Arkansas Highway 23
chosen
Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
-
B.
Arkansas Highway 22
Arkansas Highway 22 is a state highway running across western Arkansas, linking several small towns and cities between Fort Smith and Dardanelle.
-
C.
Arkansas Highway 21
Arkansas Highway 21 is a north–south state highway in Arkansas that runs through the Ozark region, providing access to scenic areas including parts of the Ozark National Forest.
-
D.
Arkansas Highway 36
Arkansas Highway 36 is a state highway in central Arkansas that serves as a key east–west route connecting the city of Searcy with surrounding communities.
-
E.
Arkansas Highway 35
Arkansas Highway 35 is a state highway in Arkansas that runs through multiple counties, including Saline County, serving as a regional connector for local communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e8b694c8190b9ead00ea0576d90 |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.