Triple

T16409364
Position Surface form Disambiguated ID Type / Status
Subject Floyd County, Iowa E398519 entity
Predicate hasCity P316 FINISHED
Object Rockford, Iowa
Rockford, Iowa is a small rural city in northern Iowa known for its agricultural surroundings and close-knit community.
E1222095 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: Rockford, Iowa | Statement: [Floyd County, Iowa, hasCity, Rockford, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rockford, Iowa
Context triple: [Floyd County, Iowa, hasCity, Rockford, Iowa]
  • A. Rock Rapids, Iowa
    Rock Rapids, Iowa is a small city in northwestern Iowa known as the administrative and commercial hub of Lyon County.
  • B. Rockwell, Iowa
    Rockwell, Iowa is a small rural city in north-central Iowa known for its agricultural community and small-town character.
  • C. Fort Dodge, Iowa
    Fort Dodge, Iowa is a small industrial city in north-central Iowa known historically for its gypsum mining, manufacturing, and role as a regional commercial hub.
  • D. Little Rock, Iowa
    Little Rock, Iowa is a small rural city in northwestern Iowa known for its close-knit community and agricultural surroundings.
  • E. Cedar Rapids, Iowa
    Cedar Rapids, Iowa is the second-largest city in the state, known as a major economic and cultural hub of eastern Iowa with a strong manufacturing base and vibrant arts scene.
  • 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: Rockford, Iowa
Triple: [Floyd County, Iowa, hasCity, Rockford, Iowa]
Generated description
Rockford, Iowa is a small rural city in northern Iowa known for its agricultural surroundings and close-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rockford, Iowa
Target entity description: Rockford, Iowa is a small rural city in northern Iowa known for its agricultural surroundings and close-knit community.
  • A. Rock Rapids, Iowa
    Rock Rapids, Iowa is a small city in northwestern Iowa known as the administrative and commercial hub of Lyon County.
  • B. Rockwell, Iowa
    Rockwell, Iowa is a small rural city in north-central Iowa known for its agricultural community and small-town character.
  • C. Fort Dodge, Iowa
    Fort Dodge, Iowa is a small industrial city in north-central Iowa known historically for its gypsum mining, manufacturing, and role as a regional commercial hub.
  • D. Little Rock, Iowa
    Little Rock, Iowa is a small rural city in northwestern Iowa known for its close-knit community and agricultural surroundings.
  • E. Cedar Rapids, Iowa
    Cedar Rapids, Iowa is the second-largest city in the state, known as a major economic and cultural hub of eastern Iowa with a strong manufacturing base and vibrant arts scene.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32871bce08190addd637413473c87 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00758847948190b616cc85e208ee61 completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a00761b3d148190af6789ae000b8c0b completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0076727d7c81909bde7f01afcd2373 completed May 10, 2026, 12:13 p.m.
Created at: April 10, 2026, 5:09 a.m.