Triple

T3123793
Position Surface form Disambiguated ID Type / Status
Subject Delaware County, Pennsylvania E65246 entity
Predicate contains P35 FINISHED
Object Lima, Pennsylvania
Lima, Pennsylvania is a small unincorporated community and census-designated place in southeastern Pennsylvania known for its residential character within the greater Philadelphia metropolitan area.
E328688 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: Lima, Pennsylvania | Statement: [Delaware County, Pennsylvania, contains, Lima, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lima, Pennsylvania
Context triple: [Delaware County, Pennsylvania, contains, Lima, Pennsylvania]
  • A. Bristol, Pennsylvania
    Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
  • B. Lancaster, Pennsylvania
    Lancaster, Pennsylvania is a historic city in south-central Pennsylvania known for its rich colonial heritage, proximity to Amish communities, and role as the longtime home of U.S. President James Buchanan.
  • C. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • D. Mahanoy City, Pennsylvania
    Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
  • E. York, Pennsylvania
    York, Pennsylvania is a historic city in south-central Pennsylvania known for its role in the American Revolution and its long-standing manufacturing and agricultural heritage.
  • 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: Lima, Pennsylvania
Triple: [Delaware County, Pennsylvania, contains, Lima, Pennsylvania]
Generated description
Lima, Pennsylvania is a small unincorporated community and census-designated place in southeastern Pennsylvania known for its residential character within the greater Philadelphia metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lima, Pennsylvania
Target entity description: Lima, Pennsylvania is a small unincorporated community and census-designated place in southeastern Pennsylvania known for its residential character within the greater Philadelphia metropolitan area.
  • A. Bristol, Pennsylvania
    Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
  • B. Lancaster, Pennsylvania
    Lancaster, Pennsylvania is a historic city in south-central Pennsylvania known for its rich colonial heritage, proximity to Amish communities, and role as the longtime home of U.S. President James Buchanan.
  • C. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • D. Mahanoy City, Pennsylvania
    Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
  • E. York, Pennsylvania
    York, Pennsylvania is a historic city in south-central Pennsylvania known for its role in the American Revolution and its long-standing manufacturing and agricultural heritage.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52c105c8190b8128e66d9b9e8a0 completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f72c2048190ab2aa40a109f5976 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b21083db7081908f8bc4240fc2b08b completed March 12, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69b210fa8a7c8190ae4527161aa3af54 completed March 12, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:04 p.m.