Triple

T3107053
Position Surface form Disambiguated ID Type / Status
Subject Erie E64856 entity
Predicate hasUniversity P113 FINISHED
Object Penn State Behrend
Penn State Behrend is a four-year residential college of Penn State University located in Erie, Pennsylvania, known for its strong engineering, business, and science programs.
 E329348 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 State Behrend | Statement: [Erie, hasUniversity, Penn State Behrend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Penn State Behrend
Context triple: [Erie, hasUniversity, Penn State Behrend]
  • A. Indiana University of Pennsylvania
    Indiana University of Pennsylvania is a public research university in Indiana, Pennsylvania, known for its comprehensive undergraduate and graduate programs and notable alumni in fields such as technology, education, and the arts.
  • B. Penn State Fayette, The Eberly Campus
    Penn State Fayette, The Eberly Campus is a Commonwealth Campus of The Pennsylvania State University serving students in southwestern Pennsylvania with a range of undergraduate degree programs and community-focused educational services.
  • C. University of Pittsburgh
    The University of Pittsburgh is a major public research university in Pittsburgh, Pennsylvania, known for its strong programs in medicine, engineering, and the liberal arts.
  • D. West Chester University of Pennsylvania
    West Chester University of Pennsylvania is a public university and one of the largest institutions in the Pennsylvania State System of Higher Education, known for its programs in education, business, and the arts.
  • E. York College of Pennsylvania
    York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
  • 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 State Behrend
Triple: [Erie, hasUniversity, Penn State Behrend]
Generated description
Penn State Behrend is a four-year residential college of Penn State University located in Erie, Pennsylvania, known for its strong engineering, business, and science programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Penn State Behrend
Target entity description: Penn State Behrend is a four-year residential college of Penn State University located in Erie, Pennsylvania, known for its strong engineering, business, and science programs.
  • A. Indiana University of Pennsylvania
    Indiana University of Pennsylvania is a public research university in Indiana, Pennsylvania, known for its comprehensive undergraduate and graduate programs and notable alumni in fields such as technology, education, and the arts.
  • B. Penn State Fayette, The Eberly Campus
    Penn State Fayette, The Eberly Campus is a Commonwealth Campus of The Pennsylvania State University serving students in southwestern Pennsylvania with a range of undergraduate degree programs and community-focused educational services.
  • C. University of Pittsburgh
    The University of Pittsburgh is a major public research university in Pittsburgh, Pennsylvania, known for its strong programs in medicine, engineering, and the liberal arts.
  • D. West Chester University of Pennsylvania
    West Chester University of Pennsylvania is a public university and one of the largest institutions in the Pennsylvania State System of Higher Education, known for its programs in education, business, and the arts.
  • E. York College of Pennsylvania
    York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada29d4aa8819093287bc71370fc05 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f5994088190abc4b56040922c16 completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b212fbb90c819098957f3e6b1b7203 completed March 12, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69b2137fa3808190bc4c3a333ae250cd completed March 12, 2026, 1:14 a.m.
Created at: March 8, 2026, 3:04 p.m.