Triple
T4255203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swan, Iowa |
E95956
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Marion County
Marion County is a county in south-central Iowa known for its rural communities, including the town of Swan, and its mix of agricultural land and small-town life.
|
E304245
|
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: Marion County | Statement: [Swan, Iowa, county, Marion County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion County Context triple: [Swan, Iowa, county, Marion County]
-
A.
Marion County
Marion County is a rural county in central Kentucky known for its small communities, agricultural landscape, and location within the state's Bluegrass region.
-
B.
Marion County
Marion County is a county in northeastern Missouri known for including the historic Mississippi River city of Hannibal, boyhood home of author Mark Twain.
-
C.
Marion County
Marion County is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key east–west transportation routes.
-
D.
Marion County
Marion County is a rural county in northwestern Alabama known for its small towns, forests, and part of the Bankhead National Forest region.
-
E.
Marion County
Marion County is an Indiana county that encompasses and is largely defined by the city of Indianapolis, the state’s capital and largest city.
- 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: Marion County Triple: [Swan, Iowa, county, Marion County]
Generated description
Marion County is a county in south-central Iowa known for its rural communities, including the town of Swan, and its mix of agricultural land and small-town life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion County Target entity description: Marion County is a county in south-central Iowa known for its rural communities, including the town of Swan, and its mix of agricultural land and small-town life.
-
A.
Marion County
chosen
Marion County is a county in the U.S. state of Iowa, known for including the city of Pella and for its mix of agricultural communities and small towns.
-
B.
Marion County
Marion County is a rural county in central Kentucky known for its small communities, agricultural landscape, and location within the state's Bluegrass region.
-
C.
Marion County
Marion County is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key east–west transportation routes.
-
D.
Marion County
Marion County is a rural county in northwestern Alabama known for its small towns, forests, and part of the Bankhead National Forest region.
-
E.
Marion County
Marion County is a county in northeastern Missouri known for including the historic Mississippi River city of Hannibal, boyhood home of author Mark Twain.
- F. None of above.
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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ec036e8819087d8585170707545 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69badb1ba5d0819097382a689002cca5 |
completed | March 18, 2026, 5:04 p.m. |
| NEDg | Description generation | batch_69bb0abc3ec0819093b405374780d1c0 |
completed | March 18, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bb0b2ca62481909d9eb06f336a7996 |
completed | March 18, 2026, 8:29 p.m. |
Created at: March 12, 2026, 11:06 p.m.