Triple

T10671983
Position Surface form Disambiguated ID Type / Status
Subject Cumru Township, Berks County, Pennsylvania E251509 entity
Predicate adjacentTo P224 FINISHED
Object Mohnton, Pennsylvania
Mohnton, Pennsylvania is a small borough in Berks County known as a residential community within the Reading metropolitan area.
E901819 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: Mohnton, Pennsylvania | Statement: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Mohnton, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mohnton, Pennsylvania
Context triple: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Mohnton, Pennsylvania]
  • A. Masontown, Pennsylvania
    Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
  • B. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • C. Mountville, Pennsylvania
    Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
  • D. Myerstown, Pennsylvania
    Myerstown, Pennsylvania is a small borough in Lebanon County known for its historic roots, rural character, and role as a local residential and commercial center within south-central Pennsylvania.
  • E. Milton, Pennsylvania
    Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
  • 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: Mohnton, Pennsylvania
Triple: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Mohnton, Pennsylvania]
Generated description
Mohnton, Pennsylvania is a small borough in Berks County known as a residential community within the Reading metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mohnton, Pennsylvania
Target entity description: Mohnton, Pennsylvania is a small borough in Berks County known as a residential community within the Reading metropolitan area.
  • A. Masontown, Pennsylvania
    Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
  • B. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • C. Mountville, Pennsylvania
    Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
  • D. Myerstown, Pennsylvania
    Myerstown, Pennsylvania is a small borough in Lebanon County known for its historic roots, rural character, and role as a local residential and commercial center within south-central Pennsylvania.
  • E. Milton, Pennsylvania
    Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f8648a248190a3bd284c569152e4 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3a8e98cac8190873af1a2cdb5c5a9 completed April 18, 2026, 3:53 p.m.
NEDg Description generation batch_69e3abe492388190a2f5752f6bad1220 completed April 18, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69e3b1efe4a88190884eb5186954cf39 completed April 18, 2026, 4:31 p.m.
Created at: April 8, 2026, 9:09 p.m.