Triple

T8487790
Position Surface form Disambiguated ID Type / Status
Subject Hubbard Field E200873 entity
Predicate namedAfter P63 FINISHED
Object Hubbard (surname)
Hubbard is an English-language surname borne by numerous notable individuals across fields such as science, politics, and the arts.
 E737255 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: Hubbard (surname) | Statement: [Hubbard Field, namedAfter, Hubbard (surname)]

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: Hubbard (surname)
Context triple: [Hubbard Field, namedAfter, Hubbard (surname)]
  • A. Hamilton (surname)
    Hamilton is a common Scottish and English surname of Norman origin, borne by numerous notable figures in politics, science, and the arts.
  • B. Douglas (surname)
    Douglas (surname) is a Scottish family name of Gaelic origin historically associated with a powerful Lowland clan and widely borne in English-speaking countries.
  • C. Hemby
    Hemby is a surname most notably associated with American songwriter and singer Natalie Hemby.
  • D. Fuller (surname)
    Fuller is an English occupational surname historically given to people who worked in the cloth-fulling trade, cleaning and thickening woolen cloth.
  • E. Hufstedler
    Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
  • 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: Hubbard (surname)
Target entity description: Hubbard is an English-language surname borne by numerous notable individuals across fields such as science, politics, and the arts.
  • A. Hamilton (surname)
    Hamilton is a common Scottish and English surname of Norman origin, borne by numerous notable figures in politics, science, and the arts.
  • B. Douglas (surname)
    Douglas (surname) is a Scottish family name of Gaelic origin historically associated with a powerful Lowland clan and widely borne in English-speaking countries.
  • C. Hemby
    Hemby is a surname most notably associated with American songwriter and singer Natalie Hemby.
  • D. Fuller (surname)
    Fuller is an English occupational surname historically given to people who worked in the cloth-fulling trade, cleaning and thickening woolen cloth.
  • E. Hufstedler
    Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
  • 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: Hubbard (surname)
Triple: [Hubbard Field, namedAfter, Hubbard (surname)]
Generated description
Hubbard is an English-language surname borne by numerous notable individuals across fields such as science, politics, and the arts.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca831d7b148190a6e32c1de43ab13b elicitation completed
NER batch_69cbe556b5188190b1124effd7445803 ner completed
NED1 batch_69ce3a4e5be48190b5c598123ef75f8b ned_source_triple completed
NED2 batch_69ce3d7909f48190a46f58fca75d7740 ned_description completed
NEDg batch_69ce3d0323248190a076a209df98c96c nedg completed
Created at: March 30, 2026, 6:13 p.m.