Triple

T12176405
Position Surface form Disambiguated ID Type / Status
Subject Another Part of the Forest E290097 entity
Predicate hasCharacter P2308 FINISHED
Object Ben Hubbard
Ben Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as a member of the ruthless Hubbard family whose greed and moral corruption drive much of the drama.
E965918 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: Ben Hubbard | Statement: [Another Part of the Forest, hasCharacter, Ben Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Hubbard
Context triple: [Another Part of the Forest, hasCharacter, Ben Hubbard]
  • A. Ben Hubbard
    Ben Hubbard is a ruthless, manipulative Southern businessman in Lillian Hellman’s play "The Little Foxes," known for his cold-blooded pursuit of wealth and power at the expense of family and morality.
  • B. Benjamin J. Hubbard
    Benjamin J. Hubbard is an American scholar of religious studies known for his work on religion in public life and contemporary religious issues.
  • C. Marc Rosenthal
    Marc Rosenthal is an American illustrator and cartoonist known for his humorous, retro-style artwork in children’s books and magazines.
  • D. Jess Rosenthal
    Jess Rosenthal is a television producer best known for his executive production work on the hit mystery-comedy series "Only Murders in the Building."
  • E. Frank Hohimer
    Frank Hohimer is the pseudonymous author of the true-crime memoir "The Home Invaders," which chronicles the lives and methods of professional burglars.
  • 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: Ben Hubbard
Triple: [Another Part of the Forest, hasCharacter, Ben Hubbard]
Generated description
Ben Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as a member of the ruthless Hubbard family whose greed and moral corruption drive much of the drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Hubbard
Target entity description: Ben Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as a member of the ruthless Hubbard family whose greed and moral corruption drive much of the drama.
  • A. Ben Hubbard
    Ben Hubbard is a ruthless, manipulative Southern businessman in Lillian Hellman’s play "The Little Foxes," known for his cold-blooded pursuit of wealth and power at the expense of family and morality.
  • B. Benjamin J. Hubbard
    Benjamin J. Hubbard is an American scholar of religious studies known for his work on religion in public life and contemporary religious issues.
  • C. Marc Rosenthal
    Marc Rosenthal is an American illustrator and cartoonist known for his humorous, retro-style artwork in children’s books and magazines.
  • D. Jess Rosenthal
    Jess Rosenthal is a television producer best known for his executive production work on the hit mystery-comedy series "Only Murders in the Building."
  • E. Frank Hohimer
    Frank Hohimer is the pseudonymous author of the true-crime memoir "The Home Invaders," which chronicles the lives and methods of professional burglars.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915dc71788190bdaadf7be9d8d6ce completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a9482481909500c216f23fceb4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:50 p.m.