Triple
T2285799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Hawk County |
E51387
|
entity |
| Predicate | includesCity |
P3207
|
FINISHED |
| Object |
Elk Run Heights, Iowa
Elk Run Heights, Iowa is a small residential city located in northeastern Iowa within the Waterloo–Cedar Falls metropolitan area.
|
E252366
|
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: Elk Run Heights, Iowa | Statement: [Black Hawk County, includesCity, Elk Run Heights, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elk Run Heights, Iowa Context triple: [Black Hawk County, includesCity, Elk Run Heights, Iowa]
-
A.
Elk Horn, Iowa
Elk Horn, Iowa is a small rural city in western Iowa known for its strong Danish heritage and cultural attractions.
-
B.
University Heights, Iowa
University Heights, Iowa is a small, independent enclave city surrounded by Iowa City, known primarily as a residential community adjacent to the University of Iowa.
-
C.
Lone Tree, Iowa
Lone Tree, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
Larchwood, Iowa
Larchwood, Iowa is a small rural city in the far northwest corner of the state, known for its agricultural surroundings and proximity to the South Dakota border.
-
E.
Loveland, Iowa
Loveland, Iowa is a small unincorporated rural community located in western Iowa near the Missouri River.
- 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: Elk Run Heights, Iowa Triple: [Black Hawk County, includesCity, Elk Run Heights, Iowa]
Generated description
Elk Run Heights, Iowa is a small residential city located in northeastern Iowa within the Waterloo–Cedar Falls metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elk Run Heights, Iowa Target entity description: Elk Run Heights, Iowa is a small residential city located in northeastern Iowa within the Waterloo–Cedar Falls metropolitan area.
-
A.
Elk Horn, Iowa
Elk Horn, Iowa is a small rural city in western Iowa known for its strong Danish heritage and cultural attractions.
-
B.
University Heights, Iowa
University Heights, Iowa is a small, independent enclave city surrounded by Iowa City, known primarily as a residential community adjacent to the University of Iowa.
-
C.
Lone Tree, Iowa
Lone Tree, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
Larchwood, Iowa
Larchwood, Iowa is a small rural city in the far northwest corner of the state, known for its agricultural surroundings and proximity to the South Dakota border.
-
E.
Loveland, Iowa
Loveland, Iowa is a small unincorporated rural community located in western Iowa near the Missouri River.
- 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc24730208190af8a5cf443d334f7 |
completed | March 7, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f1759b081908842f7ad189994ff |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fc194488190bb71124f0225a521 |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae802d03648190a71303daf20e6162 |
completed | March 9, 2026, 8:09 a.m. |
Created at: March 4, 2026, 7:48 p.m.