Triple
T3788602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahaska County, Iowa |
E89588
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Evans, Iowa
Evans, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
|
E389378
|
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: Evans, Iowa | Statement: [Mahaska County, Iowa, hasUnincorporatedCommunity, Evans, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Evans, Iowa Context triple: [Mahaska County, Iowa, hasUnincorporatedCommunity, Evans, Iowa]
-
A.
Evansdale, Iowa
Evansdale, Iowa is a small suburban city in northeastern Iowa that functions largely as a residential community adjacent to the larger city of Waterloo.
-
B.
Earling, Iowa
Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
-
C.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
D.
Waverly, Iowa
Waverly, Iowa is a small city in northeastern Iowa known as the county seat of Bremer County and home to Wartburg College.
-
E.
Irwin, Iowa
Irwin, Iowa is a small rural city located in western Iowa that is part of Shelby 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: Evans, Iowa Triple: [Mahaska County, Iowa, hasUnincorporatedCommunity, Evans, Iowa]
Generated description
Evans, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Evans, Iowa Target entity description: Evans, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
-
A.
Evansdale, Iowa
Evansdale, Iowa is a small suburban city in northeastern Iowa that functions largely as a residential community adjacent to the larger city of Waterloo.
-
B.
Earling, Iowa
Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
-
C.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
D.
Waverly, Iowa
Waverly, Iowa is a small city in northeastern Iowa known as the county seat of Bremer County and home to Wartburg College.
-
E.
Irwin, Iowa
Irwin, Iowa is a small rural city located in western Iowa that is part of Shelby 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee76570b481909c26d47a3251b180 |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f05031cc8190825105f77dd76438 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f4f80f4c8190890dae6770d10d4d |
completed | March 14, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f55f53ec8190a5f9cf6d494e75dd |
completed | March 14, 2026, 5:42 a.m. |
Created at: March 9, 2026, 3:14 p.m.