Triple

T15826390
Position Surface form Disambiguated ID Type / Status
Subject Shamokin E383752 entity
Predicate locatedIn P40 FINISHED
Object Northumberland County
Northumberland County is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
E1178770 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: Northumberland County | Statement: [Shamokin, locatedIn, Northumberland County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northumberland County
Context triple: [Shamokin, locatedIn, Northumberland County]
  • A. Northumberland County
    Northumberland County is a historic and largely rural county in North East England, known for its rugged coastline, medieval castles, and sparsely populated landscapes along the Scottish border.
  • B. Northumberland County
    Northumberland County is a largely rural and small-town municipality in southeastern Ontario, Canada, situated along the north shore of Lake Ontario east of the Greater Toronto Area.
  • C. Durham County
    Durham County is a Canadian crime drama television series centered on a detective confronting personal and professional turmoil in a suburban community.
  • D. Colchester County
    Colchester County is a regional municipality in north-central Nova Scotia, Canada, known for its mix of rural communities, agricultural lands, and the town of Truro as its commercial hub.
  • E. Sussex County
    Sussex County is a county in the southern part of the U.S. state of Delaware, known for its coastal resorts, agriculture, and historic towns.
  • 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: Northumberland County
Triple: [Shamokin, locatedIn, Northumberland County]
Generated description
Northumberland County is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northumberland County
Target entity description: Northumberland County is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
  • A. Northumberland County
    Northumberland County is a historic and largely rural county in North East England, known for its rugged coastline, medieval castles, and sparsely populated landscapes along the Scottish border.
  • B. Northumberland County
    Northumberland County is a largely rural and small-town municipality in southeastern Ontario, Canada, situated along the north shore of Lake Ontario east of the Greater Toronto Area.
  • C. Durham County
    Durham County is a Canadian crime drama television series centered on a detective confronting personal and professional turmoil in a suburban community.
  • D. Colchester County
    Colchester County is a regional municipality in north-central Nova Scotia, Canada, known for its mix of rural communities, agricultural lands, and the town of Truro as its commercial hub.
  • E. Sussex County
    Sussex County is a largely rural, mountainous county in the far northwestern corner of New Jersey, known for its forests, lakes, and outdoor recreation.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e60fe748190baa49c49605efd0d completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff999da5008190921b3f129787999e completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a82cadc8190a57f40062d29a998 completed May 9, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b5dbf80819085fdfcdff424511b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.