Triple

T14006511
Position Surface form Disambiguated ID Type / Status
Subject Carlynton High School E336962 entity
Predicate servesMunicipality P3936 FINISHED
Object Crafton, Pennsylvania
Crafton, Pennsylvania is a small suburban borough located just west of Pittsburgh in Allegheny County.
E1096870 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: Crafton, Pennsylvania | Statement: [Carlynton High School, servesMunicipality, Crafton, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crafton, Pennsylvania
Context triple: [Carlynton High School, servesMunicipality, Crafton, Pennsylvania]
  • A. 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.
  • B. Cresson, Pennsylvania
    Cresson, Pennsylvania is a small borough in Cambria County known historically as a railroad and resort town in the Allegheny Mountains.
  • C. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • D. Cochran’s Mills, Pennsylvania
    Cochran’s Mills, Pennsylvania was a small 19th-century village in Armstrong County best known as the birthplace of pioneering investigative journalist Nellie Bly (born Elizabeth Jane Cochran).
  • E. Mohnton, Pennsylvania
    Mohnton, Pennsylvania is a small borough in Berks County known as a residential community within the Reading metropolitan 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: Crafton, Pennsylvania
Triple: [Carlynton High School, servesMunicipality, Crafton, Pennsylvania]
Generated description
Crafton, Pennsylvania is a small suburban borough located just west of Pittsburgh in Allegheny County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crafton, Pennsylvania
Target entity description: Crafton, Pennsylvania is a small suburban borough located just west of Pittsburgh in Allegheny County.
  • A. 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.
  • B. Cresson, Pennsylvania
    Cresson, Pennsylvania is a small borough in Cambria County known historically as a railroad and resort town in the Allegheny Mountains.
  • C. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • D. Cochran’s Mills, Pennsylvania
    Cochran’s Mills, Pennsylvania was a small 19th-century village in Armstrong County best known as the birthplace of pioneering investigative journalist Nellie Bly (born Elizabeth Jane Cochran).
  • E. Mohnton, Pennsylvania
    Mohnton, Pennsylvania is a small borough in Berks County known as a residential community within the Reading metropolitan 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed327d88190a53af5768468a8eb completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54fa19c081908e6467ee7b79f02a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55fe4e1881909b4a973dc7deb22b completed May 8, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd568784788190b6a97c29814b7459 completed May 8, 2026, 3:20 a.m.
Created at: April 9, 2026, 10:19 p.m.