Triple

T16331720
Position Surface form Disambiguated ID Type / Status
Subject John Bunyan E396570 entity
Predicate hasPartInWork P10663 FINISHED
Object character Hopeful (in The Pilgrim's Progress)
Hopeful is a devout and encouraging pilgrim in John Bunyan's allegory "The Pilgrim's Progress," who joins Christian on his journey to the Celestial City and exemplifies steadfast faith and optimism.
 E1207851 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: character Hopeful (in The Pilgrim's Progress) | Statement: [John Bunyan, hasPartInWork, character Hopeful (in The Pilgrim's Progress)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: character Hopeful (in The Pilgrim's Progress)
Context triple: [John Bunyan, hasPartInWork, character Hopeful (in The Pilgrim's Progress)]
  • A. The Pilgrim’s Progress
    The Pilgrim’s Progress is an opera by English composer Ralph Vaughan Williams, adapted from John Bunyan’s classic Christian allegory of the same name.
  • B. In Faith, Hope and Charity
    "In Faith, Hope and Charity" is an English-language Catholic hymn that reflects on the theological virtues of faith, hope, and charity (love).
  • C. Rejoicing in Hope
    Rejoicing in Hope is the official motto of Paine College, expressing the institution’s emphasis on optimism, faith, and perseverance in education and character.
  • D. Mr. Pilgrim
    Mr. Pilgrim is a minor fictional character in George Eliot’s novella "Janet’s Repentance," part of the Scenes of Clerical Life collection.
  • E. Hope in Christ
    Hope in Christ is the official motto of World Youth Day 1985, expressing a call for young people to place their trust and future in Jesus Christ.
  • 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: character Hopeful (in The Pilgrim's Progress)
Triple: [John Bunyan, hasPartInWork, character Hopeful (in The Pilgrim's Progress)]
Generated description
Hopeful is a devout and encouraging pilgrim in John Bunyan's allegory "The Pilgrim's Progress," who joins Christian on his journey to the Celestial City and exemplifies steadfast faith and optimism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: character Hopeful (in The Pilgrim's Progress)
Target entity description: Hopeful is a devout and encouraging pilgrim in John Bunyan's allegory "The Pilgrim's Progress," who joins Christian on his journey to the Celestial City and exemplifies steadfast faith and optimism.
  • A. The Pilgrim’s Progress
    The Pilgrim’s Progress is an opera by English composer Ralph Vaughan Williams, adapted from John Bunyan’s classic Christian allegory of the same name.
  • B. In Faith, Hope and Charity
    "In Faith, Hope and Charity" is an English-language Catholic hymn that reflects on the theological virtues of faith, hope, and charity (love).
  • C. Rejoicing in Hope
    Rejoicing in Hope is the official motto of Paine College, expressing the institution’s emphasis on optimism, faith, and perseverance in education and character.
  • D. Mr. Pilgrim
    Mr. Pilgrim is a minor fictional character in George Eliot’s novella "Janet’s Repentance," part of the Scenes of Clerical Life collection.
  • E. Hope in Christ
    Hope in Christ is the official motto of World Youth Day 1985, expressing a call for young people to place their trust and future in Jesus Christ.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4dfd9688190a749e48ebc055baf completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002613c0e88190b91da8eba683c864 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0027854ce48190ad3fb09ecd7e2b9e completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0029f138d88190bf240ca524d9ad0a completed May 10, 2026, 6:47 a.m.
Created at: April 10, 2026, 5:07 a.m.