Triple

T17761160
Position Surface form Disambiguated ID Type / Status
Subject Monroe County, Pennsylvania E443375 entity
Predicate contains P35 FINISHED
Object Brodheadsville, Pennsylvania
Brodheadsville, Pennsylvania is an unincorporated community and census-designated place in the Pocono region known as a local commercial and residential hub within Monroe County.
E1291165 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: Brodheadsville, Pennsylvania | Statement: [Monroe County, Pennsylvania, contains, Brodheadsville, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brodheadsville, Pennsylvania
Context triple: [Monroe County, Pennsylvania, contains, Brodheadsville, Pennsylvania]
  • A. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • B. Bradenville, Pennsylvania
    Bradenville, Pennsylvania is a small unincorporated community and census-designated place in Westmoreland County, situated within the Ligonier Valley region of the state.
  • C. Bridgeville, Pennsylvania
    Bridgeville, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically shaped by coal mining and industry and now a residential community with local businesses and easy access to the city.
  • D. Stillwater, Pennsylvania
    Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
  • E. Parkesburg, Pennsylvania
    Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
  • 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: Brodheadsville, Pennsylvania
Triple: [Monroe County, Pennsylvania, contains, Brodheadsville, Pennsylvania]
Generated description
Brodheadsville, Pennsylvania is an unincorporated community and census-designated place in the Pocono region known as a local commercial and residential hub within Monroe County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brodheadsville, Pennsylvania
Target entity description: Brodheadsville, Pennsylvania is an unincorporated community and census-designated place in the Pocono region known as a local commercial and residential hub within Monroe County.
  • A. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • B. Bradenville, Pennsylvania
    Bradenville, Pennsylvania is a small unincorporated community and census-designated place in Westmoreland County, situated within the Ligonier Valley region of the state.
  • C. Bridgeville, Pennsylvania
    Bridgeville, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically shaped by coal mining and industry and now a residential community with local businesses and easy access to the city.
  • D. Stillwater, Pennsylvania
    Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
  • E. Parkesburg, Pennsylvania
    Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e485f7a8e08190a4a6b8368b70c381 completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306e7b47c8190842dfc27d2f90b78 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a0307af95bc819099ff1322c091d04a completed May 12, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:11 a.m.