Triple
T5179249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Des Moines County, Iowa |
E116876
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Middletown, Iowa
Middletown, Iowa is a small city in southeastern Iowa known for its rural community character and proximity to the larger city of Burlington.
|
E506015
|
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: Middletown, Iowa | Statement: [Des Moines County, Iowa, containsSettlement, Middletown, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown, Iowa Context triple: [Des Moines County, Iowa, containsSettlement, Middletown, Iowa]
-
A.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
-
B.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
C.
Norwalk, Iowa
Norwalk, Iowa is a small suburban city in Warren County that forms part of the Des Moines metropolitan area in central Iowa.
-
D.
Hamilton, Iowa
Hamilton, Iowa is a small rural community located within Marion County in the U.S. state of Iowa.
-
E.
Forest City, Iowa
Forest City, Iowa is a small northern Iowa community known as the longtime home of Winnebago Industries and a gateway to nearby lakes and outdoor recreation.
- 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: Middletown, Iowa Triple: [Des Moines County, Iowa, containsSettlement, Middletown, Iowa]
Generated description
Middletown, Iowa is a small city in southeastern Iowa known for its rural community character and proximity to the larger city of Burlington.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown, Iowa Target entity description: Middletown, Iowa is a small city in southeastern Iowa known for its rural community character and proximity to the larger city of Burlington.
-
A.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
-
B.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
C.
Norwalk, Iowa
Norwalk, Iowa is a small suburban city in Warren County that forms part of the Des Moines metropolitan area in central Iowa.
-
D.
Hamilton, Iowa
Hamilton, Iowa is a small rural community located within Marion County in the U.S. state of Iowa.
-
E.
Forest City, Iowa
Forest City, Iowa is a small northern Iowa community known as the longtime home of Winnebago Industries and a gateway to nearby lakes and outdoor recreation.
- 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_69bd446140f08190becb93c61158f27f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79978a208190b2e5909795108327 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe5521dc8190b2c6f03faa436529 |
completed | March 21, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69befec4623c819081d86deebd6aeb0b |
completed | March 21, 2026, 8:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beff1f7d448190b6a8d9f61c7a5b78 |
completed | March 21, 2026, 8:27 p.m. |
Created at: March 20, 2026, 1:45 p.m.