Triple

T1002175
Position Surface form Disambiguated ID Type / Status
Subject Lowell, Massachusetts E21627 entity
Predicate hasUniversity P113 FINISHED
Object University of Massachusetts Lowell
The University of Massachusetts Lowell is a public research university known for its strong engineering, science, and business programs and its role as a major campus within the UMass system.
 E316334 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 Lowell | Statement: [Lowell, Massachusetts, hasUniversity, University of Massachusetts Lowell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Massachusetts Lowell
Context triple: [Lowell, Massachusetts, hasUniversity, University of Massachusetts Lowell]
  • A. 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.
  • B. 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.
  • C. Northeastern University
    Northeastern University is a private research university in Boston known for its cooperative education (co-op) programs that integrate classroom study with professional experience.
  • D. 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.
  • E. Worcester Polytechnic Institute
    Worcester Polytechnic Institute is a private research university in Worcester, Massachusetts, known for its strong engineering, science, and technology programs and its project-based learning curriculum.
  • 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 Lowell
Triple: [Lowell, Massachusetts, hasUniversity, University of Massachusetts Lowell]
Generated description
The University of Massachusetts Lowell is a public research university known for its strong engineering, science, and business programs and its role as a major campus within the UMass system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Massachusetts Lowell
Target entity description: The University of Massachusetts Lowell is a public research university known for its strong engineering, science, and business programs and its role as a major campus within the UMass system.
  • A. 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.
  • B. 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.
  • C. Northeastern University
    Northeastern University is a private research university in Boston known for its cooperative education (co-op) programs that integrate classroom study with professional experience.
  • D. 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.
  • E. Worcester Polytechnic Institute
    Worcester Polytechnic Institute is a private research university in Worcester, Massachusetts, known for its strong engineering, science, and technology programs and its project-based learning curriculum.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108adf62c81909d6c13b33b2a1145 completed March 11, 2026, 6:16 a.m.
NEDg Description generation batch_69b10b99a1d4819087ac1d8596d9db0f completed March 11, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69b10c6f255c8190944a1b17ab7c3bae completed March 11, 2026, 6:32 a.m.
Created at: March 1, 2026, 7:41 p.m.