Triple
T15253144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson County, Iowa |
E364568
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Maquoketa, Iowa
Maquoketa, Iowa is a small city in eastern Iowa known as a regional hub near the Maquoketa Caves State Park and the Mississippi River.
|
E1146784
|
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: Maquoketa, Iowa | Statement: [Jackson County, Iowa, hasCountySeat, Maquoketa, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maquoketa, Iowa Context triple: [Jackson County, Iowa, hasCountySeat, Maquoketa, Iowa]
-
A.
Hiawatha, Iowa
Hiawatha, Iowa is a small suburban city in eastern Iowa, located just north of Cedar Rapids and known for its residential communities and local businesses.
-
B.
Marquette, Iowa
Marquette, Iowa is a small city in northeastern Iowa along the Mississippi River, known as a gateway to Effigy Mounds National Monument and for its riverfront tourism.
-
C.
Wiota, Iowa
Wiota, Iowa is a small rural city located in Cass County in the southwestern part of the state.
-
D.
Kalona, Iowa
Kalona, Iowa is a small city in southeastern Iowa known for its large Amish and Mennonite communities and rich agricultural heritage.
-
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: Maquoketa, Iowa Triple: [Jackson County, Iowa, hasCountySeat, Maquoketa, Iowa]
Generated description
Maquoketa, Iowa is a small city in eastern Iowa known as a regional hub near the Maquoketa Caves State Park and the Mississippi River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maquoketa, Iowa Target entity description: Maquoketa, Iowa is a small city in eastern Iowa known as a regional hub near the Maquoketa Caves State Park and the Mississippi River.
-
A.
Hiawatha, Iowa
Hiawatha, Iowa is a small suburban city in eastern Iowa, located just north of Cedar Rapids and known for its residential communities and local businesses.
-
B.
Marquette, Iowa
Marquette, Iowa is a small city in northeastern Iowa along the Mississippi River, known as a gateway to Effigy Mounds National Monument and for its riverfront tourism.
-
C.
Wiota, Iowa
Wiota, Iowa is a small rural city located in Cass County in the southwestern part of the state.
-
D.
Kalona, Iowa
Kalona, Iowa is a small city in southeastern Iowa known for its large Amish and Mennonite communities and rich agricultural heritage.
-
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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007f8cb308190933c4478aa096e24 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f572348190bd7719805e257e03 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6c109c48190952809c389e4b92b |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee897a7248190b3d81ea1da1d49e1 |
completed | May 9, 2026, 7:56 a.m. |
Created at: April 10, 2026, 3:13 a.m.