Triple
T2877106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mitchell County, Iowa |
E56902
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
St. Ansgar, Iowa
St. Ansgar, Iowa is a small rural city in northern Iowa known for its agricultural community and historic Scandinavian heritage.
|
E307365
|
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: St. Ansgar, Iowa | Statement: [Mitchell County, Iowa, hasSettlement, St. Ansgar, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Ansgar, Iowa Context triple: [Mitchell County, Iowa, hasSettlement, St. Ansgar, Iowa]
-
A.
Anita, Iowa
Anita, Iowa is a small rural city in southwestern Iowa known for its close-knit community and proximity to Lake Anita State Park.
-
B.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
C.
Ainsworth, Iowa
Ainsworth, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
Ely, Iowa
Ely, Iowa is a small city in eastern Iowa known for its close-knit community and proximity to the Cedar Rapids metropolitan area.
-
E.
Mount Ayr, Iowa
Mount Ayr, Iowa is a small rural city that serves as the county seat of Ringgold County in southwestern Iowa.
- 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: St. Ansgar, Iowa Triple: [Mitchell County, Iowa, hasSettlement, St. Ansgar, Iowa]
Generated description
St. Ansgar, Iowa is a small rural city in northern Iowa known for its agricultural community and historic Scandinavian heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Ansgar, Iowa Target entity description: St. Ansgar, Iowa is a small rural city in northern Iowa known for its agricultural community and historic Scandinavian heritage.
-
A.
Anita, Iowa
Anita, Iowa is a small rural city in southwestern Iowa known for its close-knit community and proximity to Lake Anita State Park.
-
B.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
C.
Ainsworth, Iowa
Ainsworth, Iowa is a small rural city in southeastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
Ely, Iowa
Ely, Iowa is a small city in eastern Iowa known for its close-knit community and proximity to the Cedar Rapids metropolitan area.
-
E.
Mount Ayr, Iowa
Mount Ayr, Iowa is a small rural city that serves as the county seat of Ringgold County in southwestern Iowa.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe007329c8190b0bc1851c7307124 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03153b5048190925bfacc07f2db66 |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b031d1f4d88190a9a77db5a6b02d89 |
completed | March 10, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b034eded648190a6b1d00aaa2a61f2 |
completed | March 10, 2026, 3:12 p.m. |
Created at: March 6, 2026, 10:03 p.m.