Triple

T9731162
Position Surface form Disambiguated ID Type / Status
Subject Rochester, Pennsylvania E235744 entity
Predicate locatedNear P294 FINISHED
Object Monaca, Pennsylvania
Monaca, Pennsylvania is a small borough in Beaver County along the Ohio River, known historically for its industrial base and proximity to Pittsburgh.
E817999 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: Monaca, Pennsylvania | Statement: [Rochester, Pennsylvania, locatedNear, Monaca, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monaca, Pennsylvania
Context triple: [Rochester, Pennsylvania, locatedNear, Monaca, 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. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • C. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • D. Shamokin, Pennsylvania
    Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
  • E. Hickory, Pennsylvania
    Hickory, Pennsylvania is a small unincorporated community in Washington County known for its rural character and location within the Chartiers Creek watershed in southwestern Pennsylvania.
  • 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: Monaca, Pennsylvania
Triple: [Rochester, Pennsylvania, locatedNear, Monaca, Pennsylvania]
Generated description
Monaca, Pennsylvania is a small borough in Beaver County along the Ohio River, known historically for its industrial base and proximity to Pittsburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monaca, Pennsylvania
Target entity description: Monaca, Pennsylvania is a small borough in Beaver County along the Ohio River, known historically for its industrial base and proximity to Pittsburgh.
  • 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. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • C. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • D. Shamokin, Pennsylvania
    Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
  • E. Hickory, Pennsylvania
    Hickory, Pennsylvania is a small unincorporated community in Washington County known for its rural character and location within the Chartiers Creek watershed in southwestern Pennsylvania.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb2373c81909139c7a2ff2aa541 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afba5ec081908044a4aefdc6f9ee completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b0dde93881908fcec28de9cfa99d completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1bbe6108190af17b75f79c0f465 completed April 5, 2026, 12:50 a.m.
Created at: March 30, 2026, 8:21 p.m.