Triple
T2038240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa County, Iowa |
E44681
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Millersburg, Iowa
Millersburg, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids/Iowa City region.
|
E229891
|
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: Millersburg, Iowa | Statement: [Iowa County, Iowa, contains, Millersburg, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millersburg, Iowa Context triple: [Iowa County, Iowa, contains, Millersburg, Iowa]
-
A.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
B.
Marysville, Iowa
Marysville, Iowa is a small rural community located in Marion County in the south-central part of the state.
-
C.
Winterset, Iowa
Winterset, Iowa is a small city best known as the county seat of Madison County and the birthplace of actor John Wayne, as well as for its historic covered bridges.
-
D.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
E.
Sanborn, Iowa
Sanborn, Iowa is a small city in northwestern Iowa known as a local agricultural and rail-served community within O'Brien County.
- 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: Millersburg, Iowa Triple: [Iowa County, Iowa, contains, Millersburg, Iowa]
Generated description
Millersburg, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids/Iowa City region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millersburg, Iowa Target entity description: Millersburg, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids/Iowa City region.
-
A.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
B.
Marysville, Iowa
Marysville, Iowa is a small rural community located in Marion County in the south-central part of the state.
-
C.
Winterset, Iowa
Winterset, Iowa is a small city best known as the county seat of Madison County and the birthplace of actor John Wayne, as well as for its historic covered bridges.
-
D.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
E.
Sanborn, Iowa
Sanborn, Iowa is a small city in northwestern Iowa known as a local agricultural and rail-served community within O'Brien County.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb95062c481908058d6da35337680 |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ff63de081908795a95c998dd9ac |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20a6ce14819098007416d6377f2e |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2130ba448190b91f590a348ebf88 |
completed | March 9, 2026, 1:24 a.m. |
Created at: March 4, 2026, 7:39 p.m.