Triple
T3683452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa's 4th congressional district |
E78164
|
entity |
| Predicate | containsCounty |
P5971
|
FINISHED |
| Object |
Webster County, Iowa
Webster County, Iowa is a county in north-central Iowa known for its seat in Fort Dodge and its mix of agricultural land, industry, and regional services.
|
E690800
|
NE FINISHED |
How this triple was built (4 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: Webster County, Iowa | Statement: [Iowa's 4th congressional district, containsCounty, Webster County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Webster County, Iowa Context triple: [Iowa's 4th congressional district, containsCounty, Webster County, Iowa]
-
A.
Dickinson County, Iowa
Dickinson County, Iowa is a county in the northwestern part of the state known for its Iowa Great Lakes region, including popular vacation destination Spirit Lake and the city of Okoboji.
-
B.
Crawford County, Iowa
Crawford County, Iowa is a rural county in western Iowa known for its agricultural economy and small communities such as its county seat, Denison.
-
C.
Guthrie County, Iowa
Guthrie County, Iowa is a rural county in central Iowa known for its agricultural landscape, small communities, and proximity to the Des Moines metropolitan area.
-
D.
Davis County, Iowa
Davis County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape, small communities, and county seat of Bloomfield.
-
E.
Marshall County, Iowa
Marshall County, Iowa is a centrally located county in the state of Iowa, with Marshalltown as its county seat and a mix of agricultural and small-city communities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Webster County, Iowa Triple: [Iowa's 4th congressional district, containsCounty, Webster County, Iowa]
Generated description
Webster County, Iowa is a county in north-central Iowa known for its seat in Fort Dodge and its mix of agricultural land, industry, and regional services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Webster County, Iowa Target entity description: Webster County, Iowa is a county in north-central Iowa known for its seat in Fort Dodge and its mix of agricultural land, industry, and regional services.
-
A.
Dickinson County, Iowa
Dickinson County, Iowa is a county in the northwestern part of the state known for its Iowa Great Lakes region, including popular vacation destination Spirit Lake and the city of Okoboji.
-
B.
Crawford County, Iowa
Crawford County, Iowa is a rural county in western Iowa known for its agricultural economy and small communities such as its county seat, Denison.
-
C.
Guthrie County, Iowa
Guthrie County, Iowa is a rural county in central Iowa known for its agricultural landscape, small communities, and proximity to the Des Moines metropolitan area.
-
D.
Davis County, Iowa
Davis County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape, small communities, and county seat of Bloomfield.
-
E.
Marshall County, Iowa
Marshall County, Iowa is a centrally located county in the state of Iowa, with Marshalltown as its county seat and a mix of agricultural and small-city communities.
- F. None of above. chosen
Provenance (5 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_69ad85e18c1c8190be8aafb227f39f48 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc49644d08190866d6c5df9d2b48d |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c94daace8081908b07274ab876faea |
completed | March 29, 2026, 4:04 p.m. |
| NEDg | Description generation | batch_69c9517fde1c819083a0a79b32cf6ff6 |
completed | March 29, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c951d660408190bd50524f8f437d15 |
completed | March 29, 2026, 4:22 p.m. |
Created at: March 8, 2026, 3:26 p.m.