Triple

T470771
Position Surface form Disambiguated ID Type / Status
Subject Antietam Creek E8549 entity
Predicate flowsThrough P225 FINISHED
Object Franklin County, Pennsylvania
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
E58938 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: Franklin County, Pennsylvania | Statement: [Antietam Creek, flowsThrough, Franklin County, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franklin County, Pennsylvania
Context triple: [Antietam Creek, flowsThrough, Franklin County, Pennsylvania]
  • A. Fayette County, Pennsylvania
    Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
  • B. Adams County, Pennsylvania
    Adams County, Pennsylvania is a historic county in south-central Pennsylvania best known as the site of the Battle of Gettysburg and the Gettysburg National Military Park.
  • C. Schuylkill County, Pennsylvania
    Schuylkill County, Pennsylvania is a predominantly rural county in eastern Pennsylvania known historically for its anthracite coal mining and small industrial towns.
  • D. Chester County, Pennsylvania
    Chester County, Pennsylvania is a suburban and semi-rural county in southeastern Pennsylvania known for its historic towns, scenic landscapes, and role as part of the greater Philadelphia metropolitan area.
  • E. Westmoreland County, Pennsylvania
    Westmoreland County, Pennsylvania is a historic county in southwestern Pennsylvania known for its role in early American industrialization and as the birthplace of industrialist Henry Clay Frick.
  • 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: Franklin County, Pennsylvania
Triple: [Antietam Creek, flowsThrough, Franklin County, Pennsylvania]
Generated description
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franklin County, Pennsylvania
Target entity description: Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
  • A. Fayette County, Pennsylvania
    Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
  • B. Adams County, Pennsylvania
    Adams County, Pennsylvania is a historic county in south-central Pennsylvania best known as the site of the Battle of Gettysburg and the Gettysburg National Military Park.
  • C. Schuylkill County, Pennsylvania
    Schuylkill County, Pennsylvania is a predominantly rural county in eastern Pennsylvania known historically for its anthracite coal mining and small industrial towns.
  • D. Chester County, Pennsylvania
    Chester County, Pennsylvania is a suburban and semi-rural county in southeastern Pennsylvania known for its historic towns, scenic landscapes, and role as part of the greater Philadelphia metropolitan area.
  • E. Westmoreland County, Pennsylvania
    Westmoreland County, Pennsylvania is a historic county in southwestern Pennsylvania known for its role in early American industrialization and as the birthplace of industrialist Henry Clay Frick.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efef8b788190857ebf66df562d59 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a462f9f1b88190a6c51368b5f80c5f completed March 1, 2026, 4:02 p.m.
NEDg Description generation batch_69a463afec188190893dec4417cb774c completed March 1, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69a4640129008190b7b69a87dd342936 completed March 1, 2026, 4:06 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.