Triple
T20894368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Iowa |
E514491
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | Iowa Highway 86 |
—
|
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: Iowa Highway 86 | Statement: [Milford, Iowa, hasTransportation, Iowa Highway 86]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 86 Context triple: [Milford, Iowa, hasTransportation, Iowa Highway 86]
-
A.
Iowa Highway 86
chosen
Iowa Highway 86 is a state highway in northwestern Iowa that runs near the Iowa–Minnesota border, serving as a regional connector route.
-
B.
Iowa Highway 8
Iowa Highway 8 is a short state highway in eastern Iowa that connects the city of La Porte City with nearby communities and regional routes.
-
C.
Iowa Highway 96
Iowa Highway 96 is a short state highway in central Iowa that runs east–west through rural areas, including parts of Marshall County.
-
D.
Iowa Highway 78
Iowa Highway 78 is an east–west state highway in southeastern Iowa that connects several small rural communities and links with multiple primary routes.
-
E.
Iowa Highway 83
Iowa Highway 83 is a state highway in Iowa that serves as an east–west route connecting several communities in the southwestern part of 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d06129788190b88ab807af4641c1 |
completed | April 21, 2026, 1:18 a.m. |
Created at: April 16, 2026, 12:46 p.m.