Triple
T3683473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa's 4th congressional district |
E78164
|
entity |
| Predicate | containsCounty |
P5971
|
FINISHED |
| Object |
Palo Alto County, Iowa
Palo Alto County, Iowa is a rural county in northwestern Iowa known for its agricultural economy, small communities, and location near the Iowa Great Lakes region.
|
E691787
|
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: Palo Alto County, Iowa | Statement: [Iowa's 4th congressional district, containsCounty, Palo Alto County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palo Alto County, Iowa Context triple: [Iowa's 4th congressional district, containsCounty, Palo Alto County, Iowa]
-
A.
Pocahontas County, Iowa
Pocahontas County, Iowa is a rural county in northwestern Iowa known for its agricultural economy and small-town communities.
-
B.
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.
-
C.
Madison County, Iowa
Madison County, Iowa is a rural county in central Iowa best known for its historic covered bridges and as the birthplace of actor John Wayne.
-
D.
Pottawattamie County, Iowa
Pottawattamie County, Iowa is a county in the southwestern part of the state, known for its county seat and largest city, Council Bluffs, which lies across the Missouri River from Omaha, Nebraska.
-
E.
Jefferson County, Iowa
Jefferson County, Iowa is a rural county in southeastern Iowa known for its county seat of Fairfield and a mix of agricultural land, small-town communities, and cultural attractions.
- 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: Palo Alto County, Iowa Triple: [Iowa's 4th congressional district, containsCounty, Palo Alto County, Iowa]
Generated description
Palo Alto County, Iowa is a rural county in northwestern Iowa known for its agricultural economy, small communities, and location near the Iowa Great Lakes region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palo Alto County, Iowa Target entity description: Palo Alto County, Iowa is a rural county in northwestern Iowa known for its agricultural economy, small communities, and location near the Iowa Great Lakes region.
-
A.
Pocahontas County, Iowa
Pocahontas County, Iowa is a rural county in northwestern Iowa known for its agricultural economy and small-town communities.
-
B.
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.
-
C.
Madison County, Iowa
Madison County, Iowa is a rural county in central Iowa best known for its historic covered bridges and as the birthplace of actor John Wayne.
-
D.
Pottawattamie County, Iowa
Pottawattamie County, Iowa is a county in the southwestern part of the state, known for its county seat and largest city, Council Bluffs, which lies across the Missouri River from Omaha, Nebraska.
-
E.
Jefferson County, Iowa
Jefferson County, Iowa is a rural county in southeastern Iowa known for its county seat of Fairfield and a mix of agricultural land, small-town communities, and cultural attractions.
- 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_69c9abd319048190a24be5112c810489 |
completed | March 29, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69c9b01b23048190a4805947dd403cd8 |
completed | March 29, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9b080ab4c8190a8d69dc9fee80510 |
completed | March 29, 2026, 11:06 p.m. |
Created at: March 8, 2026, 3:26 p.m.