Triple
T12063575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison County, Iowa |
E287235
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Earlham, Iowa
Earlham, Iowa is a small rural city in central Iowa known for its close-knit community and location within Madison County southwest of Des Moines.
|
E965566
|
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: Earlham, Iowa | Statement: [Madison County, Iowa, hasCity, Earlham, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Earlham, Iowa Context triple: [Madison County, Iowa, hasCity, Earlham, Iowa]
-
A.
Earling, Iowa
Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
-
B.
Elkhart, Iowa
Elkhart, Iowa is a small rural city in central Iowa that functions largely as a residential community within the Des Moines metropolitan area.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Williamsburg, Iowa
Williamsburg, Iowa is a small city in eastern Iowa known for its rural community character and proximity to the Tanger Outlet Center shopping area.
-
E.
Mapleton, Iowa
Mapleton, Iowa is a small rural city in western Iowa known for its agricultural surroundings and tight-knit community.
- 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: Earlham, Iowa Triple: [Madison County, Iowa, hasCity, Earlham, Iowa]
Generated description
Earlham, Iowa is a small rural city in central Iowa known for its close-knit community and location within Madison County southwest of Des Moines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Earlham, Iowa Target entity description: Earlham, Iowa is a small rural city in central Iowa known for its close-knit community and location within Madison County southwest of Des Moines.
-
A.
Earling, Iowa
Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
-
B.
Elkhart, Iowa
Elkhart, Iowa is a small rural city in central Iowa that functions largely as a residential community within the Des Moines metropolitan area.
-
C.
Hamlin, Iowa
Hamlin, Iowa is a small unincorporated rural community located in Audubon County in western Iowa.
-
D.
Williamsburg, Iowa
Williamsburg, Iowa is a small city in eastern Iowa known for its rural community character and proximity to the Tanger Outlet Center shopping area.
-
E.
Mapleton, Iowa
Mapleton, Iowa is a small rural city in western Iowa known for its agricultural surroundings and tight-knit community.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90440dd988190ae2b80367aceb6f7 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f654eb1881908d656009f1362ecf |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fd79da748190b3f0dd7d7a46314d |
completed | May 2, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5feeaf2e48190995f282b02a9caaf |
completed | May 2, 2026, 1:40 p.m. |
Created at: April 8, 2026, 9:48 p.m.