Triple
T18686023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plymouth County, Iowa |
E456864
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hinton, Iowa
Hinton, Iowa is a small city in northwestern Iowa known for its rural community character and proximity to the larger city of Sioux City.
|
E1338900
|
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: Hinton, Iowa | Statement: [Plymouth County, Iowa, contains, Hinton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinton, Iowa Context triple: [Plymouth County, Iowa, contains, Hinton, Iowa]
-
A.
Houghton, Iowa
Houghton, Iowa is a small rural city located in Lee County in the southeastern part of the state.
-
B.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
C.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
D.
Vinton, Iowa
Vinton, Iowa is a small Midwestern city in Benton County known for its historic downtown and role as a local agricultural and community hub.
-
E.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
- 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: Hinton, Iowa Triple: [Plymouth County, Iowa, contains, Hinton, Iowa]
Generated description
Hinton, Iowa is a small city in northwestern Iowa known for its rural community character and proximity to the larger city of Sioux City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hinton, Iowa Target entity description: Hinton, Iowa is a small city in northwestern Iowa known for its rural community character and proximity to the larger city of Sioux City.
-
A.
Houghton, Iowa
Houghton, Iowa is a small rural city located in Lee County in the southeastern part of the state.
-
B.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
-
C.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
D.
Vinton, Iowa
Vinton, Iowa is a small Midwestern city in Benton County known for its historic downtown and role as a local agricultural and community hub.
-
E.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
- 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55b2c58188190b906c9ab080a76ff |
completed | April 19, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b2dea248190a0483f3aa063247a |
completed | May 14, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_6a052cbd06948190ad43c0e9c87f923d |
completed | May 14, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052dcc4550819083f77cb8af1326d8 |
completed | May 14, 2026, 2:05 a.m. |
Created at: April 10, 2026, 11:49 a.m.