Triple
T12731471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marion County, Iowa |
E304245
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | Iowa Highway 5 |
E171037
|
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: Iowa Highway 5 | Statement: [Marion County, Iowa, hasTransportation, Iowa Highway 5]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 5 Context triple: [Marion County, Iowa, hasTransportation, Iowa Highway 5]
-
A.
Iowa Highway 5
chosen
Iowa Highway 5 is a state highway in southern Iowa that serves as a key east–west route connecting communities and facilitating regional travel.
-
B.
Iowa Highway 1
Iowa Highway 1 is a primary north–south state highway in eastern Iowa that connects several communities, including the Iowa City area, and serves as an important regional route for local and through traffic.
-
C.
Iowa Highway 57
Iowa Highway 57 is a state highway in Iowa that runs through northeastern parts of the state, connecting several communities including Denver and serving as a regional east–west route.
-
D.
Iowa Highway 7
Iowa Highway 7 is a former state highway in northwestern Iowa that once connected the Sioux City area to the Fort Dodge region.
-
E.
Iowa Highway 52
Iowa Highway 52 is a state highway in northeastern Iowa that runs through communities such as Decorah, providing a key north–south route connecting local towns and regional highways.
- 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_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96467a2248190aff1ebb5db84b3c6 |
completed | April 10, 2026, 8:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7304f62288190aa7788fc6fb04254 |
completed | May 3, 2026, 11:23 a.m. |
Created at: April 9, 2026, 5:25 p.m.