Triple
T1431432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mills County, Iowa |
E30453
|
entity |
| Predicate | hasTransportationCorridor |
P3034
|
FINISHED |
| Object | U.S. Route 34 |
E50811
|
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 34 | Statement: [Mills County, Iowa, hasTransportationCorridor, U.S. Route 34]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 34 Context triple: [Mills County, Iowa, hasTransportationCorridor, U.S. Route 34]
-
A.
U.S. Route 34
chosen
U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
-
B.
U.S. Route 69
U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
-
C.
U.S. Route 36
U.S. Route 36 is an east–west United States highway that spans multiple Midwestern states, serving as a key regional corridor for travel and commerce.
-
D.
U.S. Route 54
U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
-
E.
U.S. Highway 53
U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4dc3e2081909ff951fe73db277b |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e29197948190886a3fea0105990c |
completed | April 4, 2026, 10:06 a.m. |
Created at: March 1, 2026, 8 p.m.