Triple

T572297
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts Amherst E13688 entity
Predicate partOf P40 FINISHED
Object University of Massachusetts system
The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
 E158480 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: University of Massachusetts system | Statement: [University of Massachusetts Amherst, partOf, University of Massachusetts system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Massachusetts system
Context triple: [University of Massachusetts Amherst, partOf, University of Massachusetts system]
  • A. University of Massachusetts Amherst
    The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
  • B. University of Massachusetts Boston
    The University of Massachusetts Boston is a public research university located on the waterfront in Boston, known for its diverse student body and strong programs in liberal arts, sciences, and professional studies.
  • C. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • D. University of Connecticut
    The University of Connecticut is a major public research university known for its strong academic programs and prominent athletics, particularly its nationally successful basketball teams.
  • E. Boston University
    Boston University is a major private research university in Boston known for its comprehensive academic programs and significant contributions to scholarship and innovation.
  • 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: University of Massachusetts system
Triple: [University of Massachusetts Amherst, partOf, University of Massachusetts system]
Generated description
The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Massachusetts system
Target entity description: The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
  • A. University of Massachusetts Amherst
    The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
  • B. University of Massachusetts Boston
    The University of Massachusetts Boston is a public research university located on the waterfront in Boston, known for its diverse student body and strong programs in liberal arts, sciences, and professional studies.
  • C. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • D. University of Connecticut
    The University of Connecticut is a major public research university known for its strong academic programs and prominent athletics, particularly its nationally successful basketball teams.
  • E. Boston University
    Boston University is a major private research university in Boston known for its comprehensive academic programs and significant contributions to scholarship and innovation.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b49bad88190bc73d31a317c0ef4 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd4620c7c81909e30a2dfd55602fb completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd72a585c81909343b8ebf8294499 completed March 8, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69acd7cdafb081908424028e4656c459 completed March 8, 2026, 1:58 a.m.
Created at: March 1, 2026, 7:33 p.m.