Triple

T7737377
Position Surface form Disambiguated ID Type / Status
Subject Lancaster County, Pennsylvania E175416 entity
Predicate contains P35 FINISHED
Object Adamstown, Pennsylvania
Adamstown, Pennsylvania is a small borough in Lancaster County known for its numerous antique shops and markets, earning it the nickname "Antiques Capital of the United States."
E690503 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: Adamstown, Pennsylvania | Statement: [Lancaster County, Pennsylvania, contains, Adamstown, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adamstown, Pennsylvania
Context triple: [Lancaster County, Pennsylvania, contains, Adamstown, Pennsylvania]
  • A. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • B. Stoneboro, Pennsylvania
    Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
  • C. Masontown, Pennsylvania
    Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
  • D. Warminster, Pennsylvania
    Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
  • E. Dallastown, Pennsylvania
    Dallastown, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of York.
  • 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: Adamstown, Pennsylvania
Triple: [Lancaster County, Pennsylvania, contains, Adamstown, Pennsylvania]
Generated description
Adamstown, Pennsylvania is a small borough in Lancaster County known for its numerous antique shops and markets, earning it the nickname "Antiques Capital of the United States."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adamstown, Pennsylvania
Target entity description: Adamstown, Pennsylvania is a small borough in Lancaster County known for its numerous antique shops and markets, earning it the nickname "Antiques Capital of the United States."
  • A. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • B. Stoneboro, Pennsylvania
    Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
  • C. Masontown, Pennsylvania
    Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
  • D. Warminster, Pennsylvania
    Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
  • E. Dallastown, Pennsylvania
    Dallastown, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of York.
  • 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_69c937a70a94819090ff91dfa463682b completed March 29, 2026, 2:31 p.m.
NEDg Description generation batch_69c938769538819091952ba78b7ce0b6 completed March 29, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69c93955ead08190acc9cd5fd09449ae completed March 29, 2026, 2:38 p.m.
Created at: March 27, 2026, 4:07 p.m.