Triple
T9317264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muscatine, Iowa |
E224154
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object |
Muscatine Micropolitan Statistical Area
The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
|
E791763
|
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: Muscatine Micropolitan Statistical Area | Statement: [Muscatine, Iowa, partOfMetropolitanArea, Muscatine Micropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muscatine Micropolitan Statistical Area Context triple: [Muscatine, Iowa, partOfMetropolitanArea, Muscatine Micropolitan Statistical Area]
-
A.
Muscatine, Iowa
Muscatine, Iowa is a Mississippi River city in eastern Iowa known historically for its pearl button industry and as the "Pearl of the Mississippi."
-
B.
Sanford micropolitan area
The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
-
C.
Cedar Rapids metropolitan area
The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
-
D.
Sioux City metropolitan area
The Sioux City metropolitan area is a multi-state urban region centered on Sioux City, Iowa, encompassing surrounding communities in Iowa, Nebraska, and South Dakota.
-
E.
Mason City
Mason City is a northern Iowa city known as the "River City," recognized for its musical heritage and notable Prairie School architecture, including works by Frank Lloyd Wright.
- 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: Muscatine Micropolitan Statistical Area Triple: [Muscatine, Iowa, partOfMetropolitanArea, Muscatine Micropolitan Statistical Area]
Generated description
The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muscatine Micropolitan Statistical Area Target entity description: The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
-
A.
Muscatine, Iowa
Muscatine, Iowa is a Mississippi River city in eastern Iowa known historically for its pearl button industry and as the "Pearl of the Mississippi."
-
B.
Sanford micropolitan area
The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
-
C.
Cedar Rapids metropolitan area
The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
-
D.
Sioux City metropolitan area
The Sioux City metropolitan area is a multi-state urban region centered on Sioux City, Iowa, encompassing surrounding communities in Iowa, Nebraska, and South Dakota.
-
E.
Mason City
Mason City is a northern Iowa city known as the "River City," recognized for its musical heritage and notable Prairie School architecture, including works by Frank Lloyd Wright.
- 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_69ca8425f4fc81909c1c586e9a5b7530 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd35899b9081908bb0c310cc25722f |
completed | April 1, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c7b73ff881909e936374fd90a822 |
completed | April 4, 2026, 8:11 a.m. |
| NEDg | Description generation | batch_69d0ca049fdc819091e101d8cdcfb7e8 |
completed | April 4, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0cc6239108190b921eface5cdd543 |
completed | April 4, 2026, 8:31 a.m. |
Created at: March 30, 2026, 7:38 p.m.