Triple

T7786569
Position Surface form Disambiguated ID Type / Status
Subject Hillsborough High School E187259 entity
Predicate hasAlumnus P51 FINISHED
Object A. A. “Fred” Howey
A. A. “Fred” Howey is an alumnus of Hillsborough High School, likely recognized for notable achievements that brought distinction to the institution.
 E692814 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: A. A. “Fred” Howey | Statement: [Hillsborough High School, hasAlumnus, A. A. “Fred” Howey]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A. A. “Fred” Howey
Context triple: [Hillsborough High School, hasAlumnus, A. A. “Fred” Howey]
  • A. E. B. Fred
    E. B. Fred was an American bacteriologist and influential university administrator who served as president of the University of Wisconsin–Madison and made significant contributions to agricultural microbiology.
  • B. L. L. Foreman
    L. L. Foreman was an American writer known for his Western fiction, including the novel "Arrow in the Dust."
  • C. David Howell
    David Howell is a British Conservative politician and life peer who held several ministerial roles, including Secretary of State for Energy and for Transport, during a long parliamentary career.
  • D. Frederick C. Peters
    Frederick C. Peters was an American land developer and businessman best known for establishing the city of Plantation, Florida.
  • E. Fred M. Wilcox
    Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A. A. “Fred” Howey
Target entity description: A. A. “Fred” Howey is an alumnus of Hillsborough High School, likely recognized for notable achievements that brought distinction to the institution.
  • A. E. B. Fred
    E. B. Fred was an American bacteriologist and influential university administrator who served as president of the University of Wisconsin–Madison and made significant contributions to agricultural microbiology.
  • B. L. L. Foreman
    L. L. Foreman was an American writer known for his Western fiction, including the novel "Arrow in the Dust."
  • C. David Howell
    David Howell is a British Conservative politician and life peer who held several ministerial roles, including Secretary of State for Energy and for Transport, during a long parliamentary career.
  • D. Frederick C. Peters
    Frederick C. Peters was an American land developer and businessman best known for establishing the city of Plantation, Florida.
  • E. Fred M. Wilcox
    Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: A. A. “Fred” Howey
Triple: [Hillsborough High School, hasAlumnus, A. A. “Fred” Howey]
Generated description
A. A. “Fred” Howey is an alumnus of Hillsborough High School, likely recognized for notable achievements that brought distinction to the institution.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca82af2d2c8190963861f5e0b8bf21 elicitation completed
NER batch_69cadf2462248190863f838f0e077923 ner completed
NED1 batch_69caf6123ad48190a50339073e91748c ned_source_triple completed
NED2 batch_69cafa512e748190a52fe462d3d59f06 ned_description completed
NEDg batch_69caf81ff934819094f8089b0bd8dde7 nedg completed
Created at: March 30, 2026, 4:24 p.m.