Triple

T9524344
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object Nathaniel Hubbard
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
E806986 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: Nathaniel Hubbard | Statement: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nathaniel Hubbard
Context triple: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
  • A. Nathaniel Ames
    Nathaniel Ames was an 18th-century American almanac maker, physician, and writer known for his widely read colonial almanacs.
  • B. Shubael Gorham
    Shubael Gorham was a member of the prominent Gorham family of colonial New England, known through his connections to early Plymouth Colony descendants such as Desire Howland.
  • C. Henry Holbrook
    Henry Holbrook was a 19th-century Canadian politician and businessman who served as mayor of New Westminster, British Columbia.
  • D. Nathaniel Brown
    Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
  • E. Nathaniel Thompson
    Nathaniel Thompson, better known by his stage name Giggs, is a British rapper and songwriter from London recognized as a key figure in UK hip hop and road rap.
  • 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: Nathaniel Hubbard
Triple: [Hubbard, hasNotableBearer, Nathaniel Hubbard]
Generated description
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nathaniel Hubbard
Target entity description: Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
  • A. Nathaniel Ames
    Nathaniel Ames was an 18th-century American almanac maker, physician, and writer known for his widely read colonial almanacs.
  • B. Shubael Gorham
    Shubael Gorham was a member of the prominent Gorham family of colonial New England, known through his connections to early Plymouth Colony descendants such as Desire Howland.
  • C. Henry Holbrook
    Henry Holbrook was a 19th-century Canadian politician and businessman who served as mayor of New Westminster, British Columbia.
  • D. Nathaniel Brown
    Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
  • E. Nathaniel Thompson
    Nathaniel Thompson, better known by his stage name Giggs, is a British rapper and songwriter from London recognized as a key figure in UK hip hop and road rap.
  • 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_69d1526fbad8819099dfae3b7226898b completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d154f32b28819084cfe2482e89cab0 completed April 4, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69d1556753dc81908fbfdc7b863b1026 completed April 4, 2026, 6:16 p.m.
Created at: March 30, 2026, 7:59 p.m.