Triple
T18361134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Arkansas |
E439917
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object | U.S. Route 65 in Arkansas |
—
|
NE NERFINISHED |
How this triple was built (3 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: U.S. Route 65 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 65 in Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 65 in Arkansas Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 65 in Arkansas]
-
A.
U.S. Route 64 in Arkansas
U.S. Route 64 in Arkansas is a major east–west federal highway that traverses the state, connecting numerous cities and towns and serving as an important regional transportation corridor.
-
B.
U.S. Route 63 in Arkansas
U.S. Route 63 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
-
C.
U.S. Route 62 in Arkansas
U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
-
D.
U.S. Route 59 in Arkansas
U.S. Route 59 in Arkansas is a segment of the north–south U.S. Highway that passes through western Arkansas, connecting local communities to neighboring states as part of the national highway network.
-
E.
U.S. Route 65 Business in Arkansas
U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 65 in Arkansas Target entity description: U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
-
A.
U.S. Route 64 in Arkansas
U.S. Route 64 in Arkansas is a major east–west federal highway that traverses the state, connecting numerous cities and towns and serving as an important regional transportation corridor.
-
B.
U.S. Route 63 in Arkansas
U.S. Route 63 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
-
C.
U.S. Route 62 in Arkansas
U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
-
D.
U.S. Route 59 in Arkansas
U.S. Route 59 in Arkansas is a segment of the north–south U.S. Highway that passes through western Arkansas, connecting local communities to neighboring states as part of the national highway network.
-
E.
U.S. Route 65 Business in Arkansas
U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
- F. None of above. chosen
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_69d8b918221c8190a9f7b563d64ac677 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e516dbd4748190a6c5715ef943bd4a |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 10, 2026, 10:37 a.m.