Triple

T10449416
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 100 E246377 entity
Predicate passesThrough P225 FINISHED
Object Trexlertown, Pennsylvania area
The Trexlertown, Pennsylvania area is a suburban community in Lehigh County known for its commercial corridors, residential neighborhoods, and proximity to major regional routes and employment centers.
E866094 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: Trexlertown, Pennsylvania area | Statement: [Pennsylvania Route 100, passesThrough, Trexlertown, Pennsylvania area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trexlertown, Pennsylvania area
Context triple: [Pennsylvania Route 100, passesThrough, Trexlertown, Pennsylvania area]
  • A. Morrisville, Pennsylvania area
    The Morrisville, Pennsylvania area is a historic community in Bucks County along the Delaware River, known for its colonial heritage and proximity to Trenton, New Jersey.
  • B. Exton, Pennsylvania
    Exton, Pennsylvania is a suburban community in Chester County known as a regional commercial hub with major shopping centers and significant rail and highway connections to Philadelphia and surrounding areas.
  • C. Quakertown, Pennsylvania
    Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
  • D. Trevose, Pennsylvania
    Trevose, Pennsylvania is a suburban community in Bucks County near Philadelphia, known for its residential neighborhoods, commercial corridors, and convenient access to major highways.
  • E. Linglestown, Pennsylvania
    Linglestown, Pennsylvania is a suburban community near Harrisburg known for its historic village center and role as a residential hub within the greater Dauphin County area.
  • 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: Trexlertown, Pennsylvania area
Triple: [Pennsylvania Route 100, passesThrough, Trexlertown, Pennsylvania area]
Generated description
The Trexlertown, Pennsylvania area is a suburban community in Lehigh County known for its commercial corridors, residential neighborhoods, and proximity to major regional routes and employment centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trexlertown, Pennsylvania area
Target entity description: The Trexlertown, Pennsylvania area is a suburban community in Lehigh County known for its commercial corridors, residential neighborhoods, and proximity to major regional routes and employment centers.
  • A. Morrisville, Pennsylvania area
    The Morrisville, Pennsylvania area is a historic community in Bucks County along the Delaware River, known for its colonial heritage and proximity to Trenton, New Jersey.
  • B. Exton, Pennsylvania
    Exton, Pennsylvania is a suburban community in Chester County known as a regional commercial hub with major shopping centers and significant rail and highway connections to Philadelphia and surrounding areas.
  • C. Quakertown, Pennsylvania
    Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
  • D. Trevose, Pennsylvania
    Trevose, Pennsylvania is a suburban community in Bucks County near Philadelphia, known for its residential neighborhoods, commercial corridors, and convenient access to major highways.
  • E. Linglestown, Pennsylvania
    Linglestown, Pennsylvania is a suburban community near Harrisburg known for its historic village center and role as a residential hub within the greater Dauphin County area.
  • 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe09af04819083db42f4de4cb0a9 completed April 7, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d89fb27f5081909e78bd8029e65948 completed April 10, 2026, 6:58 a.m.
NEDg Description generation batch_69d8a43ae8a48190b1c05b6a91dfed9a completed April 10, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69d8b8fe1b9c8190b5a4787797ad7120 completed April 10, 2026, 8:46 a.m.
Created at: April 6, 2026, 12:16 p.m.