Triple

T11724104
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 363 E278713 entity
Predicate passesThrough P225 FINISHED
Object Worcester Township, Pennsylvania
Worcester Township, Pennsylvania is a suburban community in Montgomery County known for its rural character, residential neighborhoods, and proximity to major routes connecting it to the greater Philadelphia region.
E942964 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: Worcester Township, Pennsylvania | Statement: [Pennsylvania Route 363, passesThrough, Worcester Township, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Worcester Township, Pennsylvania
Context triple: [Pennsylvania Route 363, passesThrough, Worcester Township, Pennsylvania]
  • A. Marlborough Township, Pennsylvania
    Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
  • B. Wilmington Township, Pennsylvania
    Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
  • C. Haverford Township, Pennsylvania
    Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
  • D. Whitpain Township, Pennsylvania
    Whitpain Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the greater Philadelphia area.
  • E. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • 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: Worcester Township, Pennsylvania
Triple: [Pennsylvania Route 363, passesThrough, Worcester Township, Pennsylvania]
Generated description
Worcester Township, Pennsylvania is a suburban community in Montgomery County known for its rural character, residential neighborhoods, and proximity to major routes connecting it to the greater Philadelphia region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Worcester Township, Pennsylvania
Target entity description: Worcester Township, Pennsylvania is a suburban community in Montgomery County known for its rural character, residential neighborhoods, and proximity to major routes connecting it to the greater Philadelphia region.
  • A. Marlborough Township, Pennsylvania
    Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
  • B. Wilmington Township, Pennsylvania
    Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
  • C. Haverford Township, Pennsylvania
    Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
  • D. Whitpain Township, Pennsylvania
    Whitpain Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the greater Philadelphia area.
  • E. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d603cc8190b2e68d0bdd793362 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83d9fe70819089b9f3585188f96c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b13be881908102ffa867f96c22 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51113708190998b570c33b9d0e7 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.