Triple
T18646818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Maria, Texas |
E455822
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object | U.S. Route 281 (nearby) |
—
|
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: U.S. Route 281 (nearby) | Statement: [Santa Maria, Texas, servedBy, U.S. Route 281 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 281 (nearby) Context triple: [Santa Maria, Texas, servedBy, U.S. Route 281 (nearby)]
-
A.
U.S. Route 281 (nearby)
chosen
U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
-
B.
U.S. Route 218 (nearby)
U.S. Route 218 is a north–south United States highway running through Iowa and Minnesota, serving as a key regional connector for communities along its route.
-
C.
U.S. Route 231 (nearby)
U.S. Route 231 is a major north–south United States highway running through several states in the central and southeastern U.S., providing regional connectivity for communities along its route.
-
D.
U.S. Route 20 (nearby)
U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
-
E.
U.S. Route 58 (nearby)
U.S. Route 58 is a major east–west highway in southern Virginia that connects numerous rural communities and regional centers across the state.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5500e248481909a8d777a6a9f17e7 |
completed | April 19, 2026, 9:58 p.m. |
Created at: April 10, 2026, 11:47 a.m.