Triple

T9524329
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object John Hubbard
John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
E804044 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: John Hubbard | Statement: [Hubbard, hasNotableBearer, John Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hubbard
Context triple: [Hubbard, hasNotableBearer, John Hubbard]
  • A. John Mason Good
    John Mason Good was an English physician, scholar, and prolific writer of the late 18th and early 19th centuries, known for his works in medical literature, translation, and religious scholarship.
  • B. Algur H. Meadows
    Algur H. Meadows was an American oil tycoon and philanthropist best known for his major art patronage and charitable contributions, including the establishment of the Meadows Museum.
  • C. Charles Warren Eaton
    Charles Warren Eaton was an American painter associated with the Tonalist movement, best known for his atmospheric landscapes and evocative use of light and shadow.
  • D. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • E. Andreas Whittam Smith
    Andreas Whittam Smith is a British journalist and newspaper editor best known as the founding editor of the UK national newspaper The Independent.
  • 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: John Hubbard
Triple: [Hubbard, hasNotableBearer, John Hubbard]
Generated description
John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hubbard
Target entity description: John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
  • A. John Mason Good
    John Mason Good was an English physician, scholar, and prolific writer of the late 18th and early 19th centuries, known for his works in medical literature, translation, and religious scholarship.
  • B. Algur H. Meadows
    Algur H. Meadows was an American oil tycoon and philanthropist best known for his major art patronage and charitable contributions, including the establishment of the Meadows Museum.
  • C. Charles Warren Eaton
    Charles Warren Eaton was an American painter associated with the Tonalist movement, best known for his atmospheric landscapes and evocative use of light and shadow.
  • D. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • E. Andreas Whittam Smith
    Andreas Whittam Smith is a British journalist and newspaper editor best known as the founding editor of the UK national newspaper The Independent.
  • 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_69d13a61fbd08190bb68ffe29da3a34a completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13c0344388190aefc18936b17b9f0 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13c7b2954819096a276e083d4fed1 completed April 4, 2026, 4:29 p.m.
Created at: March 30, 2026, 7:59 p.m.