Triple

T9524313
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object R. H. Hubbard
R. H. Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
E804833 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: R. H. Hubbard | Statement: [Hubbard, hasNotableBearer, R. H. Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R. H. Hubbard
Context triple: [Hubbard, hasNotableBearer, R. H. Hubbard]
  • A. L. Ron Hubbard
    L. Ron Hubbard was an American author and the controversial founder of the Church of Scientology, known for developing its doctrines and practices.
  • B. Lucius F. Hubbard
    Lucius F. Hubbard was an American Civil War officer and the ninth governor of Minnesota, known for his leadership in both military and political spheres.
  • C. Joseph Franklin Rutherford
    Joseph Franklin Rutherford was the second president of the Watch Tower Bible and Tract Society who reshaped the Bible Student movement into what became known as Jehovah’s Witnesses.
  • D. Herb Armstrong
    Herb Armstrong is an individual notable enough to be recognized as a bearer of the Armstrong surname, though specific widely known public details about his life or achievements are not clearly documented.
  • E. Ernest Holmes
    Ernest Holmes was an American spiritual writer and founder of the Religious Science movement, whose teachings helped shape the modern New Thought spiritual philosophy.
  • 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: R. H. Hubbard
Triple: [Hubbard, hasNotableBearer, R. H. Hubbard]
Generated description
R. H. Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R. H. Hubbard
Target entity description: R. H. Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
  • A. L. Ron Hubbard
    L. Ron Hubbard was an American author and the controversial founder of the Church of Scientology, known for developing its doctrines and practices.
  • B. Lucius F. Hubbard
    Lucius F. Hubbard was an American Civil War officer and the ninth governor of Minnesota, known for his leadership in both military and political spheres.
  • C. Joseph Franklin Rutherford
    Joseph Franklin Rutherford was the second president of the Watch Tower Bible and Tract Society who reshaped the Bible Student movement into what became known as Jehovah’s Witnesses.
  • D. Herb Armstrong
    Herb Armstrong is an individual notable enough to be recognized as a bearer of the Armstrong surname, though specific widely known public details about his life or achievements are not clearly documented.
  • E. Ernest Holmes
    Ernest Holmes was an American spiritual writer and founder of the Religious Science movement, whose teachings helped shape the modern New Thought spiritual philosophy.
  • 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_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_69d14c1f10748190a36d2092d593be97 completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14cbfcbbc8190b6601a99dc773cb3 completed April 4, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69d14d29d32c8190a8615b3450492abc completed April 4, 2026, 5:40 p.m.
Created at: March 30, 2026, 7:59 p.m.