Triple

T257395
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins University E5465 entity
Predicate founder P104 FINISHED
Object Johns Hopkins
Johns Hopkins was a 19th-century American Quaker businessman, investor, and philanthropist whose bequests led to the creation of Johns Hopkins University and Johns Hopkins Hospital.
E33632 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: Johns Hopkins | Statement: [Johns Hopkins University, founder, Johns Hopkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins
Context triple: [Johns Hopkins University, founder, Johns Hopkins]
  • A. Johns Hopkins University
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • B. George Washington University
    George Washington University is a major private research university in Washington, D.C., known for its strong programs in international affairs, public policy, and law, and its close ties to U.S. government institutions.
  • C. University of Maryland
    The University of Maryland is a major American public research university system known for its flagship campus in College Park and its strong programs in science, engineering, and public policy.
  • D. Washington University in St. Louis
    Washington University in St. Louis is a private research university in St. Louis, Missouri, known for its strong programs in medicine, engineering, and the arts and sciences.
  • E. William Marsh Rice
    William Marsh Rice was a 19th-century American businessman and philanthropist whose fortune endowed and led to the creation of Rice University in Houston, Texas.
  • 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: Johns Hopkins
Triple: [Johns Hopkins University, founder, Johns Hopkins]
Generated description
Johns Hopkins was a 19th-century American Quaker businessman, investor, and philanthropist whose bequests led to the creation of Johns Hopkins University and Johns Hopkins Hospital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins
Target entity description: Johns Hopkins was a 19th-century American Quaker businessman, investor, and philanthropist whose bequests led to the creation of Johns Hopkins University and Johns Hopkins Hospital.
  • A. Johns Hopkins University
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • B. George Washington University
    George Washington University is a major private research university in Washington, D.C., known for its strong programs in international affairs, public policy, and law, and its close ties to U.S. government institutions.
  • C. University of Maryland
    The University of Maryland is a major American public research university system known for its flagship campus in College Park and its strong programs in science, engineering, and public policy.
  • D. Washington University in St. Louis
    Washington University in St. Louis is a private research university in St. Louis, Missouri, known for its strong programs in medicine, engineering, and the arts and sciences.
  • E. William Marsh Rice
    William Marsh Rice was a 19th-century American businessman and philanthropist whose fortune endowed and led to the creation of Rice University in Houston, Texas.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d703e688190bb86c69527e306f5 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3837479408190bb6e6f0eb6a7fe46 completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a384140aec8190ab918512cf088464 completed March 1, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69a3848c0ed08190acf0d0e33ca8b41c completed March 1, 2026, 12:13 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.