Triple
T8187520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Highway 52 |
E191222
|
entity |
| Predicate | runsThrough |
P416
|
FINISHED |
| Object |
Guttenberg, Iowa
Guttenberg, Iowa is a small historic city along the Mississippi River in northeastern Iowa, known for its well-preserved limestone architecture and scenic riverfront.
|
E718081
|
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: Guttenberg, Iowa | Statement: [Iowa Highway 52, runsThrough, Guttenberg, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guttenberg, Iowa Context triple: [Iowa Highway 52, runsThrough, Guttenberg, Iowa]
-
A.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
B.
Farragut, Iowa
Farragut, Iowa is a small city in Fremont County named in honor of U.S. Civil War Admiral David Farragut.
-
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.
Grandview, Iowa
Grandview, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
E.
Elkhart, Iowa
Elkhart, Iowa is a small rural city in central Iowa that functions largely as a residential 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: Guttenberg, Iowa Triple: [Iowa Highway 52, runsThrough, Guttenberg, Iowa]
Generated description
Guttenberg, Iowa is a small historic city along the Mississippi River in northeastern Iowa, known for its well-preserved limestone architecture and scenic riverfront.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guttenberg, Iowa Target entity description: Guttenberg, Iowa is a small historic city along the Mississippi River in northeastern Iowa, known for its well-preserved limestone architecture and scenic riverfront.
-
A.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
B.
Farragut, Iowa
Farragut, Iowa is a small city in Fremont County named in honor of U.S. Civil War Admiral David Farragut.
-
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.
Grandview, Iowa
Grandview, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
E.
Elkhart, Iowa
Elkhart, Iowa is a small rural city in central Iowa that functions largely as a residential 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_69ca82c5b6948190a583c096fb0a6c71 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4d9e01208190842170abf62d9afb |
completed | March 31, 2026, 4:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced8437008190bf547154c2d16639 |
completed | April 1, 2026, 10:03 a.m. |
| NEDg | Description generation | batch_69ccf1b5f95481909fdb08d00d06023e |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd0579b6d08190a5c68d730e1c6284 |
completed | April 1, 2026, 11:46 a.m. |
Created at: March 30, 2026, 5:41 p.m.