Triple

T3711550
Position Surface form Disambiguated ID Type / Status
Subject Sunbury, Pennsylvania E81425 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Sunbury micropolitan area
The Sunbury micropolitan area is a small urban region in central Pennsylvania centered around the city of Sunbury and its surrounding communities, typically defined for U.S. Census and statistical purposes.
 E382220 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: Sunbury micropolitan area | Statement: [Sunbury, Pennsylvania, locatedInMetropolitanArea, Sunbury micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sunbury micropolitan area
Context triple: [Sunbury, Pennsylvania, locatedInMetropolitanArea, Sunbury micropolitan area]
  • A. 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.
  • B. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • C. Parkersburg–Vienna metropolitan area
    The Parkersburg–Vienna metropolitan area is a small urban region in northwestern West Virginia centered on the neighboring cities of Parkersburg and Vienna along the Ohio River.
  • D. Gettysburg micropolitan area
    The Gettysburg micropolitan area is a small urban and surrounding rural region centered on the historic town of Gettysburg in Pennsylvania, known primarily for its Civil War battlefield and related tourism.
  • E. Concord micropolitan area
    The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
  • 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: Sunbury micropolitan area
Triple: [Sunbury, Pennsylvania, locatedInMetropolitanArea, Sunbury micropolitan area]
Generated description
The Sunbury micropolitan area is a small urban region in central Pennsylvania centered around the city of Sunbury and its surrounding communities, typically defined for U.S. Census and statistical purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sunbury micropolitan area
Target entity description: The Sunbury micropolitan area is a small urban region in central Pennsylvania centered around the city of Sunbury and its surrounding communities, typically defined for U.S. Census and statistical purposes.
  • A. 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.
  • B. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • C. Parkersburg–Vienna metropolitan area
    The Parkersburg–Vienna metropolitan area is a small urban region in northwestern West Virginia centered on the neighboring cities of Parkersburg and Vienna along the Ohio River.
  • D. Gettysburg micropolitan area
    The Gettysburg micropolitan area is a small urban and surrounding rural region centered on the historic town of Gettysburg in Pennsylvania, known primarily for its Civil War battlefield and related tourism.
  • E. Concord micropolitan area
    The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc58617bc8190bb712d1c90394215 completed March 8, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0834288190b16cf49477dc2ed9 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cfb49b748190a49435c46540f0c7 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d06e34408190a0dc77b82e4fe308 completed March 14, 2026, 3:05 a.m.
Created at: March 8, 2026, 3:33 p.m.