Triple
T746223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O'Brien County, Iowa |
E15346
|
entity |
| Predicate | congressionalDistrict |
P3909
|
FINISHED |
| Object | Iowa's 4th congressional district |
E78164
|
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's 4th congressional district | Statement: [O'Brien County, Iowa, congressionalDistrict, Iowa's 4th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa's 4th congressional district Context triple: [O'Brien County, Iowa, congressionalDistrict, Iowa's 4th congressional district]
-
A.
Iowa's 4th congressional district
chosen
Iowa's 4th congressional district is a largely rural, conservative U.S. House district in northwestern Iowa that has historically been a Republican stronghold.
-
B.
Iowa's 1st congressional district
Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
-
C.
Iowa's 2nd congressional district
Iowa's 2nd congressional district is a U.S. House of Representatives district in Iowa that encompasses a portion of the state's southeastern and central regions, including both urban and rural communities.
-
D.
Iowa's 3rd congressional district
Iowa's 3rd congressional district is a U.S. House district in southwestern Iowa that includes the Des Moines metropolitan area and surrounding counties.
-
E.
Iowa House Districts 3 and 4
Iowa House Districts 3 and 4 are legislative districts in the Iowa House of Representatives that together encompass O'Brien County and surrounding areas in northwest Iowa.
- 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_69a49358aa308190adbc9b5a0a2adcf9 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a62ca1d081908e3191411f86498d |
completed | March 1, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66671ebd48190a785be0ae0d3588c |
completed | March 3, 2026, 4:41 a.m. |
Created at: March 1, 2026, 7:37 p.m.