Triple

T6854207
Position Surface form Disambiguated ID Type / Status
Subject Reading metropolitan area E158096 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Penn State Berks
Penn State Berks is a commonwealth campus of Pennsylvania State University located in the Reading, Pennsylvania area, offering a range of undergraduate programs and serving as a regional hub for higher education and research.
 E624450 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 Berks | Statement: [Reading metropolitan area, hasHigherEducationInstitution, Penn State Berks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Penn State Berks
Context triple: [Reading metropolitan area, hasHigherEducationInstitution, Penn State Berks]
  • A. 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.
  • B. Pennsylvania State University–Harrisburg
    Pennsylvania State University–Harrisburg is a regional campus of the Pennsylvania State University system located near Harrisburg, offering a range of undergraduate and graduate programs.
  • C. Penn State Scranton
    Penn State Scranton is a commonwealth campus of The Pennsylvania State University located in northeastern Pennsylvania, offering undergraduate programs and serving as a regional hub for higher education.
  • D. 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.
  • E. Penn State Brandywine
    Penn State Brandywine is a commonwealth campus of Pennsylvania State University located in Delaware County that offers undergraduate programs in a smaller, suburban setting.
  • 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 Berks
Triple: [Reading metropolitan area, hasHigherEducationInstitution, Penn State Berks]
Generated description
Penn State Berks is a commonwealth campus of Pennsylvania State University located in the Reading, Pennsylvania area, offering a range of undergraduate programs and serving as a regional hub for higher education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Penn State Berks
Target entity description: Penn State Berks is a commonwealth campus of Pennsylvania State University located in the Reading, Pennsylvania area, offering a range of undergraduate programs and serving as a regional hub for higher education and research.
  • A. 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.
  • B. Pennsylvania State University–Harrisburg
    Pennsylvania State University–Harrisburg is a regional campus of the Pennsylvania State University system located near Harrisburg, offering a range of undergraduate and graduate programs.
  • C. Penn State Scranton
    Penn State Scranton is a commonwealth campus of The Pennsylvania State University located in northeastern Pennsylvania, offering undergraduate programs and serving as a regional hub for higher education.
  • D. 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.
  • E. Penn State Brandywine
    Penn State Brandywine is a commonwealth campus of Pennsylvania State University located in Delaware County that offers undergraduate programs in a smaller, suburban setting.
  • 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_69c6882fae988190864cbba788c5ebb4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d851321481908c49c2c949359703 completed March 27, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fdda9cc8190b039f892d046d7af completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c73913cac88190b97db49266b30b23 completed March 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69c739c4313881909fa14f471db0f923 completed March 28, 2026, 2:15 a.m.
Created at: March 27, 2026, 2:20 p.m.