Triple
T13023341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buchanan County, Iowa |
E326231
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Fairbank, Iowa
Fairbank, Iowa is a small rural city in northeastern Iowa known for its close-knit community and agricultural surroundings.
|
E1050142
|
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: Fairbank, Iowa | Statement: [Buchanan County, Iowa, hasCity, Fairbank, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fairbank, Iowa Context triple: [Buchanan County, Iowa, hasCity, Fairbank, Iowa]
-
A.
Fairfield, Iowa
Fairfield, Iowa is a small city in southeastern Iowa known for Maharishi International University, its vibrant arts scene, and a strong focus on sustainability and meditation-based community life.
-
B.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
C.
Blanchard, Iowa
Blanchard, Iowa is a small rural city located in the southwestern part of the state near the Missouri border.
-
D.
Waubeek, Iowa
Waubeek, Iowa is a small unincorporated community and rural locality in eastern Iowa known for its historic mill and proximity to the Wapsipinicon River.
-
E.
Fairfax, Iowa
Fairfax, Iowa is a small city in eastern Iowa that functions as a residential community near the larger urban center of Cedar Rapids.
- 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: Fairbank, Iowa Triple: [Buchanan County, Iowa, hasCity, Fairbank, Iowa]
Generated description
Fairbank, Iowa is a small rural city in northeastern Iowa known for its close-knit community and agricultural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fairbank, Iowa Target entity description: Fairbank, Iowa is a small rural city in northeastern Iowa known for its close-knit community and agricultural surroundings.
-
A.
Fairfield, Iowa
Fairfield, Iowa is a small city in southeastern Iowa known for Maharishi International University, its vibrant arts scene, and a strong focus on sustainability and meditation-based community life.
-
B.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
C.
Blanchard, Iowa
Blanchard, Iowa is a small rural city located in the southwestern part of the state near the Missouri border.
-
D.
Waubeek, Iowa
Waubeek, Iowa is a small unincorporated community and rural locality in eastern Iowa known for its historic mill and proximity to the Wapsipinicon River.
-
E.
Fairfax, Iowa
Fairfax, Iowa is a small city in eastern Iowa that functions as a residential community near the larger urban center of Cedar Rapids.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ed05e9c8190a4f208662bca0602 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77f74cb388190836484a1dd7d1d67 |
completed | May 3, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69f78097e1c08190b6e201d528d12af9 |
completed | May 3, 2026, 5:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7812aa15081909793181722f9d442 |
completed | May 3, 2026, 5:08 p.m. |
Created at: April 9, 2026, 8:52 p.m.