Triple

T6868607
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts system E158480 entity
Predicate hasCampus P116 FINISHED
Object UMass Global
UMass Global is a private, nonprofit affiliate of the University of Massachusetts system that specializes in flexible, career-focused degree and certificate programs for adult and nontraditional learners, primarily delivered online and at regional campuses.
E625309 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: UMass Global | Statement: [University of Massachusetts system, hasCampus, UMass Global]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UMass Global
Context triple: [University of Massachusetts system, hasCampus, UMass Global]
  • A. University of Maryland Global Campus
    University of Maryland Global Campus is a large public online-focused university known for serving working adults, military-affiliated students, and distance learners worldwide.
  • B. CSU Global
    CSU Global is an online public university within the Colorado State University System that offers career-focused undergraduate and graduate degree programs for adult and nontraditional learners.
  • C. WSU Global Campus
    WSU Global Campus is Washington State University's fully online campus offering a wide range of degree and certificate programs to students worldwide.
  • D. Southern New Hampshire University
    Southern New Hampshire University is a private, nonprofit university known for its extensive online degree programs and flexible learning options for working adults.
  • E. Harvard Extension School
    Harvard Extension School is Harvard University's continuing education division offering part-time, flexible undergraduate and graduate programs to adult and nontraditional learners worldwide.
  • 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: UMass Global
Triple: [University of Massachusetts system, hasCampus, UMass Global]
Generated description
UMass Global is a private, nonprofit affiliate of the University of Massachusetts system that specializes in flexible, career-focused degree and certificate programs for adult and nontraditional learners, primarily delivered online and at regional campuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UMass Global
Target entity description: UMass Global is a private, nonprofit affiliate of the University of Massachusetts system that specializes in flexible, career-focused degree and certificate programs for adult and nontraditional learners, primarily delivered online and at regional campuses.
  • A. University of Maryland Global Campus
    University of Maryland Global Campus is a large public online-focused university known for serving working adults, military-affiliated students, and distance learners worldwide.
  • B. CSU Global
    CSU Global is an online public university within the Colorado State University System that offers career-focused undergraduate and graduate degree programs for adult and nontraditional learners.
  • C. WSU Global Campus
    WSU Global Campus is Washington State University's fully online campus offering a wide range of degree and certificate programs to students worldwide.
  • D. Southern New Hampshire University
    Southern New Hampshire University is a private, nonprofit university known for its extensive online degree programs and flexible learning options for working adults.
  • E. Harvard Extension School
    Harvard Extension School is Harvard University's continuing education division offering part-time, flexible undergraduate and graduate programs to adult and nontraditional learners worldwide.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8a793a481909340239c065393a4 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74299ae148190a56c7b1ee8829f40 completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c743a639f88190a0758194433322bf completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7445fbd488190938ec3dd59cbeb2c completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:22 p.m.