Triple

T19181410
Position Surface form Disambiguated ID Type / Status
Subject Huntingdon County, Pennsylvania E469582 entity
Predicate contains P35 FINISHED
Object Penn Township, Huntingdon County, Pennsylvania
Penn Township is a rural municipality in central Pennsylvania, located within Huntingdon County and characterized by its small population and largely agricultural landscape.
E1362503 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: Penn Township, Huntingdon County, Pennsylvania | Statement: [Huntingdon County, Pennsylvania, contains, Penn Township, Huntingdon County, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penn Township, Huntingdon County, Pennsylvania
Context triple: [Huntingdon County, Pennsylvania, contains, Penn Township, Huntingdon County, Pennsylvania]
  • A. Penn Township, Cumberland County, Pennsylvania
    Penn Township, Cumberland County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the Harrisburg–Carlisle metropolitan area.
  • B. Huntington Township, Adams County, Pennsylvania
    Huntington Township, Adams County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within Adams County.
  • C. Hamilton Township, Adams County, Pennsylvania
    Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
  • D. South Huntingdon Township, Pennsylvania
    South Huntingdon Township, Pennsylvania is a rural municipality in Westmoreland County known for its small communities, rolling landscapes, and location along the Youghiogheny River in southwestern Pennsylvania.
  • E. Union Township, Adams County, Pennsylvania
    Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
  • 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: Penn Township, Huntingdon County, Pennsylvania
Triple: [Huntingdon County, Pennsylvania, contains, Penn Township, Huntingdon County, Pennsylvania]
Generated description
Penn Township is a rural municipality in central Pennsylvania, located within Huntingdon County and characterized by its small population and largely agricultural landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penn Township, Huntingdon County, Pennsylvania
Target entity description: Penn Township is a rural municipality in central Pennsylvania, located within Huntingdon County and characterized by its small population and largely agricultural landscape.
  • A. Penn Township, Cumberland County, Pennsylvania
    Penn Township, Cumberland County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the Harrisburg–Carlisle metropolitan area.
  • B. Huntington Township, Adams County, Pennsylvania
    Huntington Township, Adams County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within Adams County.
  • C. Hamilton Township, Adams County, Pennsylvania
    Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
  • D. South Huntingdon Township, Pennsylvania
    South Huntingdon Township, Pennsylvania is a rural municipality in Westmoreland County known for its small communities, rolling landscapes, and location along the Youghiogheny River in southwestern Pennsylvania.
  • E. Union Township, Adams County, Pennsylvania
    Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
  • 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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f61cab348190965e96ac0f701f9f completed April 20, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8b43d988190958b315d7634f86d completed May 15, 2026, 10:43 a.m.
NEDg Description generation batch_6a06f91fe48081909cb332dca4bdb1f4 completed May 15, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a06f9a5bddc8190acb60a66c5fc3536 completed May 15, 2026, 10:47 a.m.
Created at: April 10, 2026, 12:07 p.m.