Triple
T3683484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa's 4th congressional district |
E78164
|
entity |
| Predicate | containsCounty |
P5971
|
FINISHED |
| Object |
Hardin County, Iowa
Hardin County, Iowa is a rural county in central Iowa known for its agricultural landscape, small communities, and location along the Iowa River.
|
E692144
|
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: Hardin County, Iowa | Statement: [Iowa's 4th congressional district, containsCounty, Hardin County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hardin County, Iowa Context triple: [Iowa's 4th congressional district, containsCounty, Hardin County, Iowa]
-
A.
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.
-
B.
Hancock County, Iowa
Hancock County, Iowa is a rural county in north-central Iowa known for its agricultural economy and small communities such as its county seat, Garner.
-
C.
Butler County, Iowa
Butler County, Iowa is a rural county in north-central Iowa known for its agricultural economy, small communities, and county seat of Allison.
-
D.
Greene County, Iowa
Greene County, Iowa is a rural county in central Iowa known for its agricultural economy and small communities such as its county seat, Jefferson.
-
E.
Warren County, Iowa
Warren County, Iowa is a county in south-central Iowa, known for its seat in Indianola and its mix of suburban communities and rural farmland just south of the Des Moines metropolitan area.
- 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: Hardin County, Iowa Triple: [Iowa's 4th congressional district, containsCounty, Hardin County, Iowa]
Generated description
Hardin County, Iowa is a rural county in central Iowa known for its agricultural landscape, small communities, and location along the Iowa River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hardin County, Iowa Target entity description: Hardin County, Iowa is a rural county in central Iowa known for its agricultural landscape, small communities, and location along the Iowa River.
-
A.
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.
-
B.
Hancock County, Iowa
Hancock County, Iowa is a rural county in north-central Iowa known for its agricultural economy and small communities such as its county seat, Garner.
-
C.
Butler County, Iowa
Butler County, Iowa is a rural county in north-central Iowa known for its agricultural economy, small communities, and county seat of Allison.
-
D.
Greene County, Iowa
Greene County, Iowa is a rural county in central Iowa known for its agricultural economy and small communities such as its county seat, Jefferson.
-
E.
Warren County, Iowa
Warren County, Iowa is a county in south-central Iowa, known for its seat in Indianola and its mix of suburban communities and rural farmland just south of the Des Moines metropolitan area.
- 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_69c9ea3f8a20819096ae41db21c8da0e |
completed | March 30, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69c9ead5f1348190bff07f3a414dacc5 |
completed | March 30, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9ebdb82888190bc716f376ec4b2ec |
completed | March 30, 2026, 3:19 a.m. |
Created at: March 8, 2026, 3:26 p.m.