Triple

T17088392
Position Surface form Disambiguated ID Type / Status
Subject Fort Dodge, Iowa E414659 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Fort Dodge micropolitan area
The Fort Dodge micropolitan area is a small urban region in north-central Iowa centered on the city of Fort Dodge and its surrounding communities, recognized for regional commerce, industry, and services.
 E1249175 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: Fort Dodge micropolitan area | Statement: [Fort Dodge, Iowa, locatedInMetropolitanArea, Fort Dodge micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Dodge micropolitan area
Context triple: [Fort Dodge, Iowa, locatedInMetropolitanArea, Fort Dodge micropolitan area]
  • A. Lincoln micropolitan area
    The Lincoln micropolitan area is a small U.S. Census-defined region in central Illinois centered on the city of Lincoln and its surrounding communities.
  • B. Sioux City metropolitan area
    The Sioux City metropolitan area is a multi-state urban region centered on Sioux City, Iowa, encompassing surrounding communities in Iowa, Nebraska, and South Dakota.
  • C. Dubuque metropolitan area region
    The Dubuque metropolitan area region is a multi-county urban and rural region centered on the city of Dubuque in eastern Iowa, encompassing surrounding communities for economic, social, and planning purposes.
  • D. Cedar Rapids metropolitan area
    The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
  • E. Sanford micropolitan area
    The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
  • 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: Fort Dodge micropolitan area
Triple: [Fort Dodge, Iowa, locatedInMetropolitanArea, Fort Dodge micropolitan area]
Generated description
The Fort Dodge micropolitan area is a small urban region in north-central Iowa centered on the city of Fort Dodge and its surrounding communities, recognized for regional commerce, industry, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fort Dodge micropolitan area
Target entity description: The Fort Dodge micropolitan area is a small urban region in north-central Iowa centered on the city of Fort Dodge and its surrounding communities, recognized for regional commerce, industry, and services.
  • A. Lincoln micropolitan area
    The Lincoln micropolitan area is a small U.S. Census-defined region in central Illinois centered on the city of Lincoln and its surrounding communities.
  • B. Sioux City metropolitan area
    The Sioux City metropolitan area is a multi-state urban region centered on Sioux City, Iowa, encompassing surrounding communities in Iowa, Nebraska, and South Dakota.
  • C. Dubuque metropolitan area region
    The Dubuque metropolitan area region is a multi-county urban and rural region centered on the city of Dubuque in eastern Iowa, encompassing surrounding communities for economic, social, and planning purposes.
  • D. Cedar Rapids metropolitan area
    The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
  • E. Sanford micropolitan area
    The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbe92e488190b947287a968086d5 completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ee81fd08190a7e1f5958fbe3b97 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012ff7788c819086b2e6c0e382014c completed May 11, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0130dbe1f8819095b2d36882bf3287 completed May 11, 2026, 1:29 a.m.
Created at: April 10, 2026, 5:35 a.m.