Triple

T9524343
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object M. A. Hubbard
M. A. Hubbard is an individual notable enough to be recognized as a distinguished bearer of the surname Hubbard, though specific widely known biographical details are not readily documented.
 E813677 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: M. A. Hubbard | Statement: [Hubbard, hasNotableBearer, M. A. Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M. A. Hubbard
Context triple: [Hubbard, hasNotableBearer, M. A. Hubbard]
  • A. S. H. Hyde
    S. H. Hyde was the founder responsible for establishing Kempton Park Racecourse, a notable British horse racing venue.
  • B. Frederick H. Meyer
    Frederick H. Meyer was an American architect active in the early 20th century, known for designing prominent public and commercial buildings in San Francisco.
  • C. Don Hubbard
    Don Hubbard is an individual notable enough to be recognized as a significant bearer of the surname Hubbard, though specific widely known public details about him are limited.
  • D. E. V. Cunningham
    E. V. Cunningham was the crime-fiction pen name of American novelist Howard Fast, under which he wrote a series of popular mystery and detective novels.
  • E. J. G. Quintel
    J. G. Quintel is an American animator, writer, and voice actor best known for creating the Cartoon Network series "Regular Show."
  • 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: M. A. Hubbard
Triple: [Hubbard, hasNotableBearer, M. A. Hubbard]
Generated description
M. A. Hubbard is an individual notable enough to be recognized as a distinguished bearer of the surname Hubbard, though specific widely known biographical details are not readily documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M. A. Hubbard
Target entity description: M. A. Hubbard is an individual notable enough to be recognized as a distinguished bearer of the surname Hubbard, though specific widely known biographical details are not readily documented.
  • A. S. H. Hyde
    S. H. Hyde was the founder responsible for establishing Kempton Park Racecourse, a notable British horse racing venue.
  • B. Frederick H. Meyer
    Frederick H. Meyer was an American architect active in the early 20th century, known for designing prominent public and commercial buildings in San Francisco.
  • C. Don Hubbard chosen
    Don Hubbard is an individual notable enough to be recognized as a significant bearer of the surname Hubbard, though specific widely known public details about him are limited.
  • D. E. V. Cunningham
    E. V. Cunningham was the crime-fiction pen name of American novelist Howard Fast, under which he wrote a series of popular mystery and detective novels.
  • E. J. G. Quintel
    J. G. Quintel is an American animator, writer, and voice actor best known for creating the Cartoon Network series "Regular Show."
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9899f99481908d374528716027f8 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190d2397081909127cb356b956f35 completed April 4, 2026, 10:29 p.m.
NEDg Description generation batch_69d1934b603481908c83c14ba6bea080 completed April 4, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69d195bf8ff88190adb2109a6f1fa4b7 completed April 4, 2026, 10:50 p.m.
Created at: March 30, 2026, 7:59 p.m.