Triple

T22207006
Position Surface form Disambiguated ID Type / Status
Subject Jefferson County, Pennsylvania E548837 entity
Predicate countySeat P383 FINISHED
Object Brookville, Pennsylvania
Brookville, Pennsylvania is a small historic borough in western Pennsylvania known for its 19th-century architecture and role as a gateway to outdoor recreation in the surrounding region.
E1534052 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: Brookville, Pennsylvania | Statement: [Jefferson County, Pennsylvania, countySeat, Brookville, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brookville, Pennsylvania
Context triple: [Jefferson County, Pennsylvania, countySeat, Brookville, Pennsylvania]
  • A. Brockway, Pennsylvania
    Brockway, Pennsylvania is a small borough in Jefferson County known historically for its glass manufacturing and location in the rural north-central part of the state.
  • B. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • C. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • D. 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.
  • E. Brookline, Pennsylvania
    Brookline, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early 20th-century suburban development and neighborhood character.
  • 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: Brookville, Pennsylvania
Triple: [Jefferson County, Pennsylvania, countySeat, Brookville, Pennsylvania]
Generated description
Brookville, Pennsylvania is a small historic borough in western Pennsylvania known for its 19th-century architecture and role as a gateway to outdoor recreation in the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brookville, Pennsylvania
Target entity description: Brookville, Pennsylvania is a small historic borough in western Pennsylvania known for its 19th-century architecture and role as a gateway to outdoor recreation in the surrounding region.
  • A. Brockway, Pennsylvania
    Brockway, Pennsylvania is a small borough in Jefferson County known historically for its glass manufacturing and location in the rural north-central part of the state.
  • B. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • C. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • D. 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.
  • E. Brookline, Pennsylvania
    Brookline, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early 20th-century suburban development and neighborhood character.
  • 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_69e11e3f7e04819089806d81d5ac431e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12b2936a481909aa84c7983ed49ee completed April 28, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae9a32e388190851ddaa6f23f9ad2 completed May 18, 2026, 10:27 a.m.
NEDg Description generation batch_6a0aea9aad5c81908fca5ea2b594effb completed May 18, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeb4ce6d48190ac9281afb7b43391 completed May 18, 2026, 10:34 a.m.
Created at: April 16, 2026, 8:36 p.m.