Triple
T2941492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Osceola County, Iowa |
E79396
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Ashton, Iowa
Ashton, Iowa is a small rural city located in northwestern Iowa within Osceola County.
|
E311362
|
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: Ashton, Iowa | Statement: [Osceola County, Iowa, hasCity, Ashton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashton, Iowa Context triple: [Osceola County, Iowa, hasCity, Ashton, Iowa]
-
A.
Ainsworth, Iowa
Ainsworth, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Onslow, Iowa
Onslow, Iowa is a small rural city located in Jones County in eastern Iowa, known for its close-knit community and agricultural surroundings.
-
C.
Weston, Iowa
Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
-
D.
Vinton, Iowa
Vinton, Iowa is a small Midwestern city in Benton County known for its historic downtown and role as a local agricultural and community hub.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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: Ashton, Iowa Triple: [Osceola County, Iowa, hasCity, Ashton, Iowa]
Generated description
Ashton, Iowa is a small rural city located in northwestern Iowa within Osceola County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashton, Iowa Target entity description: Ashton, Iowa is a small rural city located in northwestern Iowa within Osceola County.
-
A.
Ainsworth, Iowa
Ainsworth, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Onslow, Iowa
Onslow, Iowa is a small rural city located in Jones County in eastern Iowa, known for its close-knit community and agricultural surroundings.
-
C.
Weston, Iowa
Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
-
D.
Vinton, Iowa
Vinton, Iowa is a small Midwestern city in Benton County known for its historic downtown and role as a local agricultural and community hub.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9870e5d08190b3b277ba823fe6a1 |
completed | March 8, 2026, 3:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08689ec3481909d9f039069ff19c7 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d241c7088190b440a47f4af54fbb |
completed | March 11, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d6466e848190bea4215cc9d358c7 |
completed | March 11, 2026, 2:41 a.m. |
Created at: March 8, 2026, 2:56 p.m.