Triple

T12385011
Position Surface form Disambiguated ID Type / Status
Subject Mills County E295839 entity
Predicate hasCommunity P2605 FINISHED
Object Macedonia, Iowa
Macedonia, Iowa is a small rural city in southwestern Iowa known for its historic downtown and location along the East Nishnabotna River.
 E27921 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: Macedonia, Iowa | Statement: [Mills County, hasCommunity, Macedonia, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macedonia, Iowa
Context triple: [Mills County, hasCommunity, Macedonia, Iowa]
  • A. Macedonia, Iowa
    Macedonia, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • B. Le Mars, Iowa
    Le Mars, Iowa is a small northwestern Iowa city best known as the "Ice Cream Capital of the World" and home to the Blue Bunny ice cream brand.
  • C. Moravia, Iowa
    Moravia, Iowa is a small rural city in Appanoose County in southern Iowa.
  • D. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • E. Ionia, Iowa
    Ionia, Iowa is a small rural city located in Chickasaw County in northeastern Iowa.
  • 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: Macedonia, Iowa
Triple: [Mills County, hasCommunity, Macedonia, Iowa]
Generated description
Macedonia, Iowa is a small rural city in southwestern Iowa known for its historic downtown and location along the East Nishnabotna River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macedonia, Iowa
Target entity description: Macedonia, Iowa is a small rural city in southwestern Iowa known for its historic downtown and location along the East Nishnabotna River.
  • A. Macedonia, Iowa chosen
    Macedonia, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • B. Le Mars, Iowa
    Le Mars, Iowa is a small northwestern Iowa city best known as the "Ice Cream Capital of the World" and home to the Blue Bunny ice cream brand.
  • C. Moravia, Iowa
    Moravia, Iowa is a small rural city in Appanoose County in southern Iowa.
  • D. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • E. Ionia, Iowa
    Ionia, Iowa is a small rural city located in Chickasaw County in northeastern Iowa.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbc3f608190b0ee3c4f304a94db completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac78c5c81909fb3d63bc6c9cc01 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62be57e3c8190b4bd6813adc374ab completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:54 p.m.