Triple

T230649
Position Surface form Disambiguated ID Type / Status
Subject Minneapolis–Saint Paul E4402 entity
Predicate hasUniversity P113 FINISHED
Object Hamline University
Hamline University is a private liberal arts university in Saint Paul, Minnesota, known as one of the oldest institutions of higher education in the state and affiliated with the United Methodist Church.
 E96025 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: Hamline University | Statement: [Minneapolis–Saint Paul, hasUniversity, Hamline University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamline University
Context triple: [Minneapolis–Saint Paul, hasUniversity, Hamline University]
  • A. Lasell University
    Lasell University is a private university known for its career-focused undergraduate and graduate programs and its suburban campus in Newton, Massachusetts.
  • B. Husson University
    Husson University is a private university in Bangor, Maine, known for its professional programs in business, health, education, and communications.
  • C. Five Towns College
    Five Towns College is a private college on Long Island known for its programs in music, media, and the performing arts.
  • D. Daemen University
    Daemen University is a private university known for its career-focused undergraduate and graduate programs, located in Amherst in the Buffalo–Niagara region of New York State.
  • E. Simmons University
    Simmons University is a private university in Boston, Massachusetts, known for its women-centered undergraduate programs, professional graduate schools, and proximity to the Longwood Medical 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: Hamline University
Triple: [Minneapolis–Saint Paul, hasUniversity, Hamline University]
Generated description
Hamline University is a private liberal arts university in Saint Paul, Minnesota, known as one of the oldest institutions of higher education in the state and affiliated with the United Methodist Church.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamline University
Target entity description: Hamline University is a private liberal arts university in Saint Paul, Minnesota, known as one of the oldest institutions of higher education in the state and affiliated with the United Methodist Church.
  • A. Lasell University
    Lasell University is a private university known for its career-focused undergraduate and graduate programs and its suburban campus in Newton, Massachusetts.
  • B. Husson University
    Husson University is a private university in Bangor, Maine, known for its professional programs in business, health, education, and communications.
  • C. Five Towns College
    Five Towns College is a private college on Long Island known for its programs in music, media, and the performing arts.
  • D. Daemen University
    Daemen University is a private university known for its career-focused undergraduate and graduate programs, located in Amherst in the Buffalo–Niagara region of New York State.
  • E. Simmons University
    Simmons University is a private university in Boston, Massachusetts, known for its women-centered undergraduate programs, professional graduate schools, and proximity to the Longwood Medical 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cadae1c8190be0e8dcf33351187 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a76d6061508190b6fd3c907107fc63 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78328882881908d25e2fec0909da6 completed March 4, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69a7839196fc819097800de8c360cef9 completed March 4, 2026, 12:57 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.