Triple
T16409363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Floyd County, Iowa |
E398519
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Nora Springs, Iowa
Nora Springs, Iowa is a small city in northern Iowa known for its rural community character and location along the Shell Rock River.
|
E1212418
|
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: Nora Springs, Iowa | Statement: [Floyd County, Iowa, hasCity, Nora Springs, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nora Springs, Iowa Context triple: [Floyd County, Iowa, hasCity, Nora Springs, Iowa]
-
A.
Vernon Springs, Iowa
Vernon Springs, Iowa is a small unincorporated rural community located in Howard County in northeastern Iowa.
-
B.
Neola, Iowa
Neola, Iowa is a small rural city in western Iowa known for its agricultural community and location within Pottawattamie County.
-
C.
Storm Lake, Iowa
Storm Lake, Iowa is a small city in Buena Vista County known for its namesake glacial lake, diverse population, and presence of Buena Vista University.
-
D.
Springbrook, Iowa
Springbrook, Iowa is a small unincorporated rural community located in Jackson County in eastern Iowa.
-
E.
Shenandoah, Iowa
Shenandoah, Iowa is a small city in southwestern Iowa known historically as a regional agricultural and broadcasting center.
- 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: Nora Springs, Iowa Triple: [Floyd County, Iowa, hasCity, Nora Springs, Iowa]
Generated description
Nora Springs, Iowa is a small city in northern Iowa known for its rural community character and location along the Shell Rock River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nora Springs, Iowa Target entity description: Nora Springs, Iowa is a small city in northern Iowa known for its rural community character and location along the Shell Rock River.
-
A.
Vernon Springs, Iowa
Vernon Springs, Iowa is a small unincorporated rural community located in Howard County in northeastern Iowa.
-
B.
Neola, Iowa
Neola, Iowa is a small rural city in western Iowa known for its agricultural community and location within Pottawattamie County.
-
C.
Storm Lake, Iowa
Storm Lake, Iowa is a small city in Buena Vista County known for its namesake glacial lake, diverse population, and presence of Buena Vista University.
-
D.
Springbrook, Iowa
Springbrook, Iowa is a small unincorporated rural community located in Jackson County in eastern Iowa.
-
E.
Shenandoah, Iowa
Shenandoah, Iowa is a small city in southwestern Iowa known historically as a regional agricultural and broadcasting center.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32871bce08190addd637413473c87 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c64a05c8190a59e800ce2318052 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003dfdd4f88190b86db12bb9c7217a |
completed | May 10, 2026, 8:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e953ca88190bb7c64c12a46c666 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.