Triple
T13572037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Iowa |
E324186
|
entity |
| Predicate | roadNetworkIncludes |
P3374
|
FINISHED |
| Object | Iowa state highways |
E144366
|
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 state highways | Statement: [Benton County, Iowa, roadNetworkIncludes, Iowa state highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa state highways Context triple: [Benton County, Iowa, roadNetworkIncludes, Iowa state highways]
-
A.
Iowa state highways
chosen
Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
-
B.
U.S. Highways in Iowa
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
-
C.
Interstate Highways in Iowa
Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
-
D.
Iowa secondary road system
The Iowa secondary road system is the network of county-maintained roads in Iowa that serves local and rural traffic, complementing the state’s primary highway system.
-
E.
Iowa primary road system
The Iowa primary road system is the statewide network of major highways and routes that form the backbone of Iowa’s public road transportation infrastructure.
- 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_69d80769100c819099111274614f5ed2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0106cb48190b20eb9bda131a68a |
completed | April 12, 2026, 2:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bb827d48190958e5710d554cd04 |
completed | May 3, 2026, 3:37 p.m. |
Created at: April 9, 2026, 9:48 p.m.