Triple

T6355362
Position Surface form Disambiguated ID Type / Status
Subject DevTech Research Group E142976 entity
Predicate affiliation P10 FINISHED
Object Tufts University
Tufts University is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in international relations, engineering, and the liberal arts.
 E21 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: Tufts University | Statement: [DevTech Research Group, affiliation, Tufts University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tufts University
Context triple: [DevTech Research Group, affiliation, Tufts University]
  • A. Tufts College
    Tufts College is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in the liberal arts, sciences, and international relations.
  • B. 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.
  • 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. 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.
  • E. Suffolk University
    Suffolk University is a private university in downtown Boston known for its law school and strong programs in business, government, and public service.
  • 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: Tufts University
Triple: [DevTech Research Group, affiliation, Tufts University]
Generated description
Tufts University is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in international relations, engineering, and the liberal arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tufts University
Target entity description: Tufts University is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in international relations, engineering, and the liberal arts.
  • A. Tufts College chosen
    Tufts College is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in the liberal arts, sciences, and international relations.
  • B. 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.
  • 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. 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.
  • E. Suffolk University
    Suffolk University is a private university in downtown Boston known for its law school and strong programs in business, government, and public service.
  • F. None of above.

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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067e22c00819089bc68efb85bc2c8 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a5cf7008190a24ecfeab5acb583 completed March 28, 2026, 12:01 a.m.
NEDg Description generation batch_69c71c8f0e6081908a59f0c6ebbe5927 completed March 28, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69c71f6346108190b13802a2cca38263 completed March 28, 2026, 12:22 a.m.
Created at: March 22, 2026, 4:31 p.m.