Triple

T2619495
Position Surface form Disambiguated ID Type / Status
Subject University of Salford E58969 entity
Predicate hasViceChancellor P142 FINISHED
Object Helen Marshall
Helen Marshall is a British academic leader and higher education administrator who has served as Vice-Chancellor of the University of Salford.
E380071 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: Helen Marshall | Statement: [University of Salford, hasViceChancellor, Helen Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Marshall
Context triple: [University of Salford, hasViceChancellor, Helen Marshall]
  • A. Helen Hughes
    Helen Hughes was a daughter of Charles Evans Hughes, the prominent American statesman who served as both U.S. Secretary of State and Chief Justice of the Supreme Court.
  • B. Helen Willis
    Helen Willis is a central character on the sitcom "The Jeffersons," known as Louise Jefferson’s close friend and one half of the show’s groundbreaking interracial couple.
  • C. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • D. Helen Gould
    Helen Gould was a prominent American philanthropist and daughter of railroad magnate Jay Gould, known for her extensive charitable work in the late 19th and early 20th centuries.
  • E. Helen Melland
    Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
  • 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: Helen Marshall
Triple: [University of Salford, hasViceChancellor, Helen Marshall]
Generated description
Helen Marshall is a British academic leader and higher education administrator who has served as Vice-Chancellor of the University of Salford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Marshall
Target entity description: Helen Marshall is a British academic leader and higher education administrator who has served as Vice-Chancellor of the University of Salford.
  • A. Helen Hughes
    Helen Hughes was a daughter of Charles Evans Hughes, the prominent American statesman who served as both U.S. Secretary of State and Chief Justice of the Supreme Court.
  • B. Helen Willis
    Helen Willis is a central character on the sitcom "The Jeffersons," known as Louise Jefferson’s close friend and one half of the show’s groundbreaking interracial couple.
  • C. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • D. Helen Gould
    Helen Gould was a prominent American philanthropist and daughter of railroad magnate Jay Gould, known for her extensive charitable work in the late 19th and early 20th centuries.
  • E. Helen Melland
    Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
  • 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_69ab4ac444dc819099614e534dd6021f completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8962b348190a059519778ea4dba completed March 7, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69b4c34fb7d881908d45f96f621d26ad completed March 14, 2026, 2:09 a.m.
NEDg Description generation batch_69b4c713c3888190bfcdf5fe9b3969c2 completed March 14, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69b4c7b31e648190b9b8e1f761163035 completed March 14, 2026, 2:28 a.m.
Created at: March 6, 2026, 9:50 p.m.