Triple

T5941406
Position Surface form Disambiguated ID Type / Status
Subject New Castle, Pennsylvania E132172 entity
Predicate hasRiver P165 FINISHED
Object Neshannock Creek
Neshannock Creek is a scenic tributary in western Pennsylvania known for its trout fishing, recreational opportunities, and its course through the city of New Castle.
E570364 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: Neshannock Creek | Statement: [New Castle, Pennsylvania, hasRiver, Neshannock Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neshannock Creek
Context triple: [New Castle, Pennsylvania, hasRiver, Neshannock Creek]
  • A. Codorus Creek
    Codorus Creek is a significant waterway in south-central Pennsylvania that flows through York County before joining the Susquehanna River.
  • B. Chartiers Creek
    Chartiers Creek is a tributary of the Ohio River in southwestern Pennsylvania that drains portions of Washington and Allegheny counties.
  • C. Conococheague Creek
    Conococheague Creek is a tributary of the Potomac River in south-central Pennsylvania and western Maryland, known for its scenic valleys, recreational opportunities, and historical significance in the region’s early settlement.
  • D. French Creek
    French Creek is a significant stream in southeastern Pennsylvania known for its scenic watershed, recreational opportunities, and ecological importance.
  • E. French Creek
    French Creek is a significant tributary stream in northwestern Pennsylvania and western New York known for its rich biodiversity and contribution to the Allegheny River watershed.
  • 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: Neshannock Creek
Triple: [New Castle, Pennsylvania, hasRiver, Neshannock Creek]
Generated description
Neshannock Creek is a scenic tributary in western Pennsylvania known for its trout fishing, recreational opportunities, and its course through the city of New Castle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neshannock Creek
Target entity description: Neshannock Creek is a scenic tributary in western Pennsylvania known for its trout fishing, recreational opportunities, and its course through the city of New Castle.
  • A. Codorus Creek
    Codorus Creek is a significant waterway in south-central Pennsylvania that flows through York County before joining the Susquehanna River.
  • B. Chartiers Creek
    Chartiers Creek is a tributary of the Ohio River in southwestern Pennsylvania that drains portions of Washington and Allegheny counties.
  • C. Conococheague Creek
    Conococheague Creek is a tributary of the Potomac River in south-central Pennsylvania and western Maryland, known for its scenic valleys, recreational opportunities, and historical significance in the region’s early settlement.
  • D. French Creek
    French Creek is a significant stream in southeastern Pennsylvania known for its scenic watershed, recreational opportunities, and ecological importance.
  • E. French Creek
    French Creek is a significant tributary stream in northwestern Pennsylvania and western New York known for its rich biodiversity and contribution to the Allegheny River watershed.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c039346a7c81908d94081b666e1d79 completed March 22, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1355102c88190b139ba052e12a875 completed March 23, 2026, 12:42 p.m.
NEDg Description generation batch_69c136ca45b08190ae045ff72917ba30 completed March 23, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69c13744f0308190b5768f7f4da8c4cf completed March 23, 2026, 12:51 p.m.
Created at: March 22, 2026, 4:01 p.m.