Triple

T7737370
Position Surface form Disambiguated ID Type / Status
Subject Lancaster County, Pennsylvania E175416 entity
Predicate contains P35 FINISHED
Object Millersville, Pennsylvania
Millersville, Pennsylvania is a small borough best known as the home of Millersville University, located just outside the city of Lancaster.
 E685871 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: Millersville, Pennsylvania | Statement: [Lancaster County, Pennsylvania, contains, Millersville, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millersville, Pennsylvania
Context triple: [Lancaster County, Pennsylvania, contains, Millersville, Pennsylvania]
  • A. Montgomeryville, Pennsylvania
    Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
  • B. Milton, Pennsylvania
    Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
  • C. Farmington, Pennsylvania
    Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
  • D. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • E. Glen Mills, Pennsylvania
    Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia 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: Millersville, Pennsylvania
Triple: [Lancaster County, Pennsylvania, contains, Millersville, Pennsylvania]
Generated description
Millersville, Pennsylvania is a small borough best known as the home of Millersville University, located just outside the city of Lancaster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millersville, Pennsylvania
Target entity description: Millersville, Pennsylvania is a small borough best known as the home of Millersville University, located just outside the city of Lancaster.
  • A. Montgomeryville, Pennsylvania
    Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
  • B. Milton, Pennsylvania
    Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
  • C. Farmington, Pennsylvania
    Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
  • D. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • E. Glen Mills, Pennsylvania
    Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia 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_69c6995f9c60819092e386192bd63c6f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7035a97688190bf93efeee2e365ec completed March 27, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be3958ac8190a48ba07bd8ea3251 completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8beb918488190935a1a78109e2073 completed March 29, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf231db8819091da104ba1b47665 completed March 29, 2026, 5:56 a.m.
Created at: March 27, 2026, 4:07 p.m.