Triple

T11342231
Position Surface form Disambiguated ID Type / Status
Subject Ligonier Valley E268629 entity
Predicate containsSettlement P847 FINISHED
Object New Florence, Pennsylvania
New Florence, Pennsylvania is a small borough in Westmoreland County situated within the rural Ligonier Valley region of the state.
 E920494 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: New Florence, Pennsylvania | Statement: [Ligonier Valley, containsSettlement, New Florence, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Florence, Pennsylvania
Context triple: [Ligonier Valley, containsSettlement, New Florence, Pennsylvania]
  • A. New Bloomfield, Pennsylvania
    New Bloomfield, Pennsylvania is a small borough in central Pennsylvania known for its historic character and role as the administrative center of Perry County.
  • B. New Paris, Pennsylvania
    New Paris, Pennsylvania is a small borough located in rural south-central Pennsylvania within Bedford County.
  • C. Folsom, Pennsylvania
    Folsom, Pennsylvania is a residential community and census-designated place in Delaware County, known as a suburban part of the greater Philadelphia area.
  • D. New Alexandria, Pennsylvania
    New Alexandria, Pennsylvania is a small borough in Westmoreland County known for its rural character and proximity to outdoor recreation areas in western Pennsylvania.
  • E. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • 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: New Florence, Pennsylvania
Triple: [Ligonier Valley, containsSettlement, New Florence, Pennsylvania]
Generated description
New Florence, Pennsylvania is a small borough in Westmoreland County situated within the rural Ligonier Valley region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Florence, Pennsylvania
Target entity description: New Florence, Pennsylvania is a small borough in Westmoreland County situated within the rural Ligonier Valley region of the state.
  • A. New Bloomfield, Pennsylvania
    New Bloomfield, Pennsylvania is a small borough in central Pennsylvania known for its historic character and role as the administrative center of Perry County.
  • B. New Paris, Pennsylvania
    New Paris, Pennsylvania is a small borough located in rural south-central Pennsylvania within Bedford County.
  • C. Folsom, Pennsylvania
    Folsom, Pennsylvania is a residential community and census-designated place in Delaware County, known as a suburban part of the greater Philadelphia area.
  • D. New Alexandria, Pennsylvania
    New Alexandria, Pennsylvania is a small borough in Westmoreland County known for its rural character and proximity to outdoor recreation areas in western Pennsylvania.
  • E. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1e360c8190a02d1e2d1d6f4b5d completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5435f4e288190b9b0029dc35bf2c5 completed April 19, 2026, 9:04 p.m.
NEDg Description generation batch_69e5474aad3481909c1afb385cb5889b completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54edb9ac08190a760de11857e791c completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.