Triple
T22561044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Highway 17 |
E557813
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Stanhope, Iowa
Stanhope, Iowa is a small rural city in Hamilton County known for its agricultural surroundings and location along a key north–south route in central Iowa.
|
E1544633
|
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: Stanhope, Iowa | Statement: [Iowa Highway 17, passesThrough, Stanhope, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanhope, Iowa Context triple: [Iowa Highway 17, passesThrough, Stanhope, Iowa]
-
A.
Stanton, Iowa
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
-
B.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
C.
Stanwood, Iowa
Stanwood, Iowa is a small rural city located in eastern Iowa within Cedar County.
-
D.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
E.
Van Horne, Iowa
Van Horne, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids 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: Stanhope, Iowa Triple: [Iowa Highway 17, passesThrough, Stanhope, Iowa]
Generated description
Stanhope, Iowa is a small rural city in Hamilton County known for its agricultural surroundings and location along a key north–south route in central Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanhope, Iowa Target entity description: Stanhope, Iowa is a small rural city in Hamilton County known for its agricultural surroundings and location along a key north–south route in central Iowa.
-
A.
Stanton, Iowa
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
-
B.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
C.
Stanwood, Iowa
Stanwood, Iowa is a small rural city located in eastern Iowa within Cedar County.
-
D.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
E.
Van Horne, Iowa
Van Horne, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15fa5f4008190921095b7aff4f4e2 |
completed | April 29, 2026, 1:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d4dffd08190a506137e1bac366a |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3f078d7c8190ac84e8bf1726115f |
completed | May 18, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f8d85cc8190812924d466d18735 |
completed | May 18, 2026, 4:34 p.m. |
Created at: April 16, 2026, 8:52 p.m.