Triple
T2396827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clinton County, Iowa |
E47669
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Liberty Township, Clinton County, Iowa
Liberty Township is a rural civil township located within Clinton County in the eastern part of the U.S. state of Iowa.
|
E263181
|
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: Liberty Township, Clinton County, Iowa | Statement: [Clinton County, Iowa, contains, Liberty Township, Clinton County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Township, Clinton County, Iowa Context triple: [Clinton County, Iowa, contains, Liberty Township, Clinton County, Iowa]
-
A.
North Liberty, Iowa
North Liberty, Iowa is a rapidly growing suburban city in eastern Iowa, located near Iowa City within the Iowa City metropolitan area.
-
B.
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.
-
C.
Louisa County, Iowa
Louisa County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape and location along the Mississippi River.
-
D.
West Liberty, Iowa
West Liberty, Iowa is a small city in eastern Iowa known for its diverse community and strong agricultural and industrial base.
-
E.
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.
- 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: Liberty Township, Clinton County, Iowa Triple: [Clinton County, Iowa, contains, Liberty Township, Clinton County, Iowa]
Generated description
Liberty 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: Liberty Township, Clinton County, Iowa Target entity description: Liberty Township is a rural civil township located within Clinton County in the eastern part of the U.S. state of Iowa.
-
A.
North Liberty, Iowa
North Liberty, Iowa is a rapidly growing suburban city in eastern Iowa, located near Iowa City within the Iowa City metropolitan area.
-
B.
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.
-
C.
Louisa County, Iowa
Louisa County, Iowa is a rural county in southeastern Iowa known for its agricultural landscape and location along the Mississippi River.
-
D.
West Liberty, Iowa
West Liberty, Iowa is a small city in eastern Iowa known for its diverse community and strong agricultural and industrial base.
-
E.
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.
- 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.