Triple

T10987907
Position Surface form Disambiguated ID Type / Status
Subject Elbert Hubbard E259677 entity
Predicate spouse P13 FINISHED
Object Bertha Crawford Hubbard
Bertha Crawford Hubbard was an American businesswoman and co-founder of the Roycroft artisan community, known for managing its operations and supporting the Arts and Crafts movement alongside her husband Elbert Hubbard.
E1058706 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: Bertha Crawford Hubbard | Statement: [Elbert Hubbard, spouse, Bertha Crawford Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertha Crawford Hubbard
Context triple: [Elbert Hubbard, spouse, Bertha Crawford Hubbard]
  • A. Mabel Hubbard Bell
    Mabel Hubbard Bell was an American-born philanthropist and wife of inventor Alexander Graham Bell, noted for her influential role in his work and for her own contributions to education and community development in Nova Scotia.
  • B. Ethel Fogg Anderson
    Ethel Fogg Anderson was the mother of acclaimed American actor Montgomery Clift.
  • C. Maria Hebbard Bresee
    Maria Hebbard Bresee was the wife of Phineas F. Bresee, a prominent American Methodist and Nazarene minister and cofounder of the Church of the Nazarene.
  • D. Edna Stillwell
    Edna Stillwell was an American writer and gagwoman best known for her work on and marriage to comedian Red Skelton during the early years of his career.
  • E. Havilah Babcock
    Havilah Babcock was an American businessman best known as a co-founder of the paper products company Kimberly-Clark.
  • 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: Bertha Crawford Hubbard
Triple: [Elbert Hubbard, spouse, Bertha Crawford Hubbard]
Generated description
Bertha Crawford Hubbard was an American businesswoman and co-founder of the Roycroft artisan community, known for managing its operations and supporting the Arts and Crafts movement alongside her husband Elbert Hubbard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertha Crawford Hubbard
Target entity description: Bertha Crawford Hubbard was an American businesswoman and co-founder of the Roycroft artisan community, known for managing its operations and supporting the Arts and Crafts movement alongside her husband Elbert Hubbard.
  • A. Mabel Hubbard Bell
    Mabel Hubbard Bell was an American-born philanthropist and wife of inventor Alexander Graham Bell, noted for her influential role in his work and for her own contributions to education and community development in Nova Scotia.
  • B. Ethel Fogg Anderson
    Ethel Fogg Anderson was the mother of acclaimed American actor Montgomery Clift.
  • C. Maria Hebbard Bresee
    Maria Hebbard Bresee was the wife of Phineas F. Bresee, a prominent American Methodist and Nazarene minister and cofounder of the Church of the Nazarene.
  • D. Edna Stillwell
    Edna Stillwell was an American writer and gagwoman best known for her work on and marriage to comedian Red Skelton during the early years of his career.
  • E. Havilah Babcock
    Havilah Babcock was an American businessman best known as a co-founder of the paper products company Kimberly-Clark.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d787b574d08190adec34b814a26437 completed April 9, 2026, 11:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a82a0cf48190a201a533c7387512 completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a8f6833881908bcca35d7d01596a completed May 3, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9c3c6548190802e1163c9c35b67 completed May 3, 2026, 8:02 p.m.
Created at: April 8, 2026, 9:24 p.m.