Triple
T8518206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ames, Iowa |
E201628
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object | U.S. Route 30 |
E81375
|
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: U.S. Route 30 | Statement: [Ames, Iowa, hasHighway, U.S. Route 30]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 30 Context triple: [Ames, Iowa, hasHighway, U.S. Route 30]
-
A.
U.S. Route 30
chosen
U.S. Route 30 is a major east–west U.S. highway that spans from the East Coast to the Midwest, passing through multiple states and serving as an important regional transportation corridor.
-
B.
U.S. Route 309
U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
-
C.
U.S. Route 22
U.S. Route 22 is a major east–west U.S. highway running from Ohio to New Jersey, serving as an important regional connector through several Mid-Atlantic and Midwestern states.
-
D.
U.S. Route 302
U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
-
E.
U.S. Route 20
U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe626787c819087e72dd76b2d9310 |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecc2b3890819091f8947ebf31bad0 |
completed | April 2, 2026, 8:06 p.m. |
Created at: March 30, 2026, 6:16 p.m.