Triple

T9531262
Position Surface form Disambiguated ID Type / Status
Subject North Liberty Fire Department E229900 entity
Predicate regionServed P82 FINISHED
Object North Liberty metropolitan area
The North Liberty metropolitan area is a regional community centered around North Liberty, Iowa, encompassing the city and its surrounding locales that share common services, infrastructure, and economic ties.
 E805030 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: North Liberty metropolitan area | Statement: [North Liberty Fire Department, regionServed, North Liberty metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Liberty metropolitan area
Context triple: [North Liberty Fire Department, regionServed, North Liberty metropolitan area]
  • A. Forest City micropolitan area
    The Forest City micropolitan area is a small urban region in western North Carolina centered on the town of Forest City and its surrounding communities.
  • B. 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.
  • C. Lewisburg micropolitan area
    The Lewisburg micropolitan area is a small urban and surrounding rural region in Tennessee centered on the city of Lewisburg, serving as a local hub for commerce and community life.
  • D. Shelby micropolitan area
    The Shelby micropolitan area is a small urban region in western North Carolina centered on the city of Shelby and its surrounding communities.
  • E. Sandusky micropolitan area
    The Sandusky micropolitan area is a small urban region in northern Ohio centered on the city of Sandusky and its surrounding communities along the Lake Erie shoreline.
  • 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: North Liberty metropolitan area
Triple: [North Liberty Fire Department, regionServed, North Liberty metropolitan area]
Generated description
The North Liberty metropolitan area is a regional community centered around North Liberty, Iowa, encompassing the city and its surrounding locales that share common services, infrastructure, and economic ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Liberty metropolitan area
Target entity description: The North Liberty metropolitan area is a regional community centered around North Liberty, Iowa, encompassing the city and its surrounding locales that share common services, infrastructure, and economic ties.
  • A. Forest City micropolitan area
    The Forest City micropolitan area is a small urban region in western North Carolina centered on the town of Forest City and its surrounding communities.
  • B. 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.
  • C. Lewisburg micropolitan area
    The Lewisburg micropolitan area is a small urban and surrounding rural region in Tennessee centered on the city of Lewisburg, serving as a local hub for commerce and community life.
  • D. Shelby micropolitan area
    The Shelby micropolitan area is a small urban region in western North Carolina centered on the city of Shelby and its surrounding communities.
  • E. Sandusky micropolitan area
    The Sandusky micropolitan area is a small urban region in northern Ohio centered on the city of Sandusky and its surrounding communities along the Lake Erie shoreline.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b408648190a04127c1d47fe7d2 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c38a3848190ab3561f70497c9eb completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14d23573c8190aeebf2fdac20a332 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14da4514481908a530b5d77ad832a completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8 p.m.