Triple
T9095599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Iowa |
E218010
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Stanton, Iowa
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
|
E781718
|
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: Stanton, Iowa | Statement: [Montgomery County, Iowa, hasCommunity, Stanton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanton, Iowa Context triple: [Montgomery County, Iowa, hasCommunity, Stanton, Iowa]
-
A.
Bloomfield, Iowa
Bloomfield, Iowa is a small city in Davis County known for its historic town square and role as a local agricultural and commercial center in southeastern Iowa.
-
B.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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: Stanton, Iowa Triple: [Montgomery County, Iowa, hasCommunity, Stanton, Iowa]
Generated description
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanton, Iowa Target entity description: Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
-
A.
Bloomfield, Iowa
Bloomfield, Iowa is a small city in Davis County known for its historic town square and role as a local agricultural and commercial center in southeastern Iowa.
-
B.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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_69ca83d9844081908e561e367fda6d45 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc96b650648190a8f59cee402d12aa |
completed | April 1, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054455e10819095738caf0d5795e2 |
completed | April 3, 2026, 11:59 p.m. |
| NEDg | Description generation | batch_69d054eaaf108190a5ca3d8e5d0e3256 |
completed | April 4, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05561c0d081908b1bb69a36b72650 |
completed | April 4, 2026, 12:03 a.m. |
Created at: March 30, 2026, 7:14 p.m.