Triple
T15253148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson County, Iowa |
E364568
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Preston, Iowa
Preston, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
|
E1146786
|
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: Preston, Iowa | Statement: [Jackson County, Iowa, hasCity, Preston, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Preston, Iowa Context triple: [Jackson County, Iowa, hasCity, Preston, Iowa]
-
A.
Prescott, Iowa
Prescott, Iowa is a small rural city located in southwestern Iowa within Adams County.
-
B.
Preston, Minnesota
Preston, Minnesota is a small city in southeastern Minnesota known for its scenic Root River Valley setting and outdoor recreation opportunities.
-
C.
Peosta, Iowa
Peosta, Iowa is a small city in eastern Iowa that functions as a growing suburban community and industrial hub near Dubuque.
-
D.
Pershing, Iowa
Pershing, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of Iowa.
-
E.
Perry, Iowa
Perry, Iowa is a small city in central Iowa known historically as a railroad and agricultural community within the Des Moines 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: Preston, Iowa Triple: [Jackson County, Iowa, hasCity, Preston, Iowa]
Generated description
Preston, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Preston, Iowa Target entity description: Preston, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
A.
Prescott, Iowa
Prescott, Iowa is a small rural city located in southwestern Iowa within Adams County.
-
B.
Preston, Minnesota
Preston, Minnesota is a small city in southeastern Minnesota known for its scenic Root River Valley setting and outdoor recreation opportunities.
-
C.
Peosta, Iowa
Peosta, Iowa is a small city in eastern Iowa that functions as a growing suburban community and industrial hub near Dubuque.
-
D.
Pershing, Iowa
Pershing, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of Iowa.
-
E.
Perry, Iowa
Perry, Iowa is a small city in central Iowa known historically as a railroad and agricultural community within the Des Moines 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007f8cb308190933c4478aa096e24 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f572348190bd7719805e257e03 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6c109c48190952809c389e4b92b |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee897a7248190b3d81ea1da1d49e1 |
completed | May 9, 2026, 7:56 a.m. |
Created at: April 10, 2026, 3:13 a.m.