Triple
T2396833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clinton County, Iowa |
E47669
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Welton Township, Clinton County, Iowa
Welton Township is a rural civil township located within Clinton County in the eastern part of the U.S. state of Iowa.
|
E263184
|
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: Welton Township, Clinton County, Iowa | Statement: [Clinton County, Iowa, contains, Welton Township, Clinton County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welton Township, Clinton County, Iowa Context triple: [Clinton County, Iowa, contains, Welton Township, Clinton County, Iowa]
-
A.
Clinton County, Iowa
Clinton County, Iowa is a county in eastern Iowa along the Mississippi River, known for its agricultural economy and the city of Clinton as its county seat.
-
B.
Montgomery County, Iowa
Montgomery County, Iowa is a rural county in southwestern Iowa known for its agricultural economy and small communities, including its county seat, Red Oak.
-
C.
Wilton, Iowa
Wilton, Iowa is a small Midwestern city known for its historic downtown and location along the former route of the Rock Island Railroad.
-
D.
Louisa County, Iowa
Louisa County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape and location along the Mississippi River.
-
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: Welton Township, Clinton County, Iowa Triple: [Clinton County, Iowa, contains, Welton Township, Clinton County, Iowa]
Generated description
Welton Township is a rural civil township located within Clinton County in the eastern part of the U.S. state of Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welton Township, Clinton County, Iowa Target entity description: Welton Township is a rural civil township located within Clinton County in the eastern part of the U.S. state of Iowa.
-
A.
Clinton County, Iowa
Clinton County, Iowa is a county in eastern Iowa along the Mississippi River, known for its agricultural economy and the city of Clinton as its county seat.
-
B.
Montgomery County, Iowa
Montgomery County, Iowa is a rural county in southwestern Iowa known for its agricultural economy and small communities, including its county seat, Red Oak.
-
C.
Wilton, Iowa
Wilton, Iowa is a small Midwestern city known for its historic downtown and location along the former route of the Rock Island Railroad.
-
D.
Louisa County, Iowa
Louisa County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape and location along the Mississippi River.
-
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_69a88a1c450c81909f61abb8b6863885 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc8c4a8bc819086892a75caac0207 |
completed | March 7, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3de3d548190b3eda939fa5f72b3 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb4b83ec48190b2852daef0767ac8 |
completed | March 9, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb57f0e90819093b096955f9cc2b5 |
completed | March 9, 2026, 11:56 a.m. |
Created at: March 4, 2026, 7:57 p.m.