Triple
T14495458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubuque County, Iowa |
E359483
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Balltown, Iowa
Balltown, Iowa is a very small rural community in northeastern Iowa known for its scenic bluff-top views over the Mississippi River valley and historic countryside setting.
|
E1102211
|
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: Balltown, Iowa | Statement: [Dubuque County, Iowa, hasTown, Balltown, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balltown, Iowa Context triple: [Dubuque County, Iowa, hasTown, Balltown, Iowa]
-
A.
Kimballton, Iowa
Kimballton, Iowa is a small rural city in western Iowa known for its Danish-American heritage and cultural landmarks.
-
B.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
C.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
D.
Mapleton, Iowa
Mapleton, Iowa is a small rural city in western Iowa known for its agricultural surroundings and tight-knit community.
-
E.
Mitchellville, Iowa
Mitchellville, Iowa is a small city in central Iowa that is part of the Des Moines metropolitan area and is known for housing the Iowa Correctional Institution for Women.
- 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: Balltown, Iowa Triple: [Dubuque County, Iowa, hasTown, Balltown, Iowa]
Generated description
Balltown, Iowa is a very small rural community in northeastern Iowa known for its scenic bluff-top views over the Mississippi River valley and historic countryside setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balltown, Iowa Target entity description: Balltown, Iowa is a very small rural community in northeastern Iowa known for its scenic bluff-top views over the Mississippi River valley and historic countryside setting.
-
A.
Kimballton, Iowa
Kimballton, Iowa is a small rural city in western Iowa known for its Danish-American heritage and cultural landmarks.
-
B.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
C.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
D.
Mapleton, Iowa
Mapleton, Iowa is a small rural city in western Iowa known for its agricultural surroundings and tight-knit community.
-
E.
Mitchellville, Iowa
Mitchellville, Iowa is a small city in central Iowa that is part of the Des Moines metropolitan area and is known for housing the Iowa Correctional Institution for Women.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de93109cb081909a6e846db23a4635 |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9544cc81908105554f212a9b8c |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6e75155081908cec8cac1101c17e |
completed | May 8, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f38ea788190a957419ca1971b15 |
completed | May 8, 2026, 5:06 a.m. |
Created at: April 10, 2026, 1:21 a.m.