Triple

T17180190
Position Surface form Disambiguated ID Type / Status
Subject Shamokin, Pennsylvania E416960 entity
Predicate partOf P40 FINISHED
Object Shamokin metropolitan area (local usage)
The Shamokin metropolitan area (local usage) refers to the small, locally recognized urban and surrounding community centered on Shamokin, Pennsylvania, reflecting its role as a regional hub in the coal region.
 E1254672 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: Shamokin metropolitan area (local usage) | Statement: [Shamokin, Pennsylvania, partOf, Shamokin metropolitan area (local usage)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shamokin metropolitan area (local usage)
Context triple: [Shamokin, Pennsylvania, partOf, Shamokin metropolitan area (local usage)]
  • 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. Johnstown metropolitan area
    The Johnstown metropolitan area is a small metropolitan region in western Pennsylvania centered on the city of Johnstown and its surrounding communities, historically known for its steel industry and devastating floods.
  • C. Kankakee metropolitan area
    The Kankakee metropolitan area is a small metropolitan region in northeastern Illinois centered on the city of Kankakee and its surrounding communities.
  • D. Bowling Green metropolitan area
    The Bowling Green metropolitan area is a U.S. Census-defined region in south-central Kentucky centered on the city of Bowling Green, encompassing surrounding communities that share its economic and social ties.
  • E. Shelton micropolitan area
    The Shelton micropolitan area is a small U.S. population center anchored by the city of Shelton in Washington State, encompassing surrounding communities such as Allyn.
  • 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: Shamokin metropolitan area (local usage)
Triple: [Shamokin, Pennsylvania, partOf, Shamokin metropolitan area (local usage)]
Generated description
The Shamokin metropolitan area (local usage) refers to the small, locally recognized urban and surrounding community centered on Shamokin, Pennsylvania, reflecting its role as a regional hub in the coal region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shamokin metropolitan area (local usage)
Target entity description: The Shamokin metropolitan area (local usage) refers to the small, locally recognized urban and surrounding community centered on Shamokin, Pennsylvania, reflecting its role as a regional hub in the coal region.
  • 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. Johnstown metropolitan area
    The Johnstown metropolitan area is a small metropolitan region in western Pennsylvania centered on the city of Johnstown and its surrounding communities, historically known for its steel industry and devastating floods.
  • C. Kankakee metropolitan area
    The Kankakee metropolitan area is a small metropolitan region in northeastern Illinois centered on the city of Kankakee and its surrounding communities.
  • D. Bowling Green metropolitan area
    The Bowling Green metropolitan area is a U.S. Census-defined region in south-central Kentucky centered on the city of Bowling Green, encompassing surrounding communities that share its economic and social ties.
  • E. Shelton micropolitan area
    The Shelton micropolitan area is a small U.S. population center anchored by the city of Shelton in Washington State, encompassing surrounding communities such as Allyn.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc10afb48190a71f4a46f0280a14 completed April 18, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014847a19481909b1249c2fe428bfc completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014cf269b48190bf58eb71a9fec897 completed May 11, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_6a014d5d10b4819086969145c2d4fb56 completed May 11, 2026, 3:30 a.m.
Created at: April 10, 2026, 5:37 a.m.