Triple

T1694389
Position Surface form Disambiguated ID Type / Status
Subject Adams County, Pennsylvania E36623 entity
Predicate contains P35 FINISHED
Object Borough of Biglerville
The Borough of Biglerville is a small incorporated community in south-central Pennsylvania known for its agricultural heritage, particularly apple orchards, within Adams County.
 E198615 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: Borough of Biglerville | Statement: [Adams County, Pennsylvania, contains, Borough of Biglerville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borough of Biglerville
Context triple: [Adams County, Pennsylvania, contains, Borough of Biglerville]
  • A. Borough of Littlestown
    The Borough of Littlestown is a small incorporated community in south-central Pennsylvania known for its historic character and proximity to the Gettysburg area.
  • B. Borough of Arendtsville
    The Borough of Arendtsville is a small incorporated community in south-central Pennsylvania known for its rural character and proximity to historic Gettysburg.
  • C. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • D. Borough of York Springs
    The Borough of York Springs is a small incorporated community in south-central Pennsylvania known for its rural character and historic setting within Adams County.
  • E. Bensalem Township
    Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
  • 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: Borough of Biglerville
Triple: [Adams County, Pennsylvania, contains, Borough of Biglerville]
Generated description
The Borough of Biglerville is a small incorporated community in south-central Pennsylvania known for its agricultural heritage, particularly apple orchards, within Adams County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borough of Biglerville
Target entity description: The Borough of Biglerville is a small incorporated community in south-central Pennsylvania known for its agricultural heritage, particularly apple orchards, within Adams County.
  • A. Borough of Littlestown
    The Borough of Littlestown is a small incorporated community in south-central Pennsylvania known for its historic character and proximity to the Gettysburg area.
  • B. Borough of Arendtsville
    The Borough of Arendtsville is a small incorporated community in south-central Pennsylvania known for its rural character and proximity to historic Gettysburg.
  • C. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • D. Borough of York Springs
    The Borough of York Springs is a small incorporated community in south-central Pennsylvania known for its rural character and historic setting within Adams County.
  • E. Bensalem Township
    Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62b3b8908190afc3f9e4a384684f completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada976b6cc8190b1f50452a73e142a completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adae9fdd3081908b1d9d7335cab1bd completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:29 p.m.