Triple

T4190574
Position Surface form Disambiguated ID Type / Status
Subject Martin Seligman E89023 entity
Predicate notableWork P4 FINISHED
Object The Optimistic Child
The Optimistic Child is a self-help and psychology book by Martin Seligman that teaches parents and educators how to foster resilience and optimistic thinking in children to prevent depression and improve well-being.
E420597 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: The Optimistic Child | Statement: [Martin Seligman, notableWork, The Optimistic Child]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Optimistic Child
Context triple: [Martin Seligman, notableWork, The Optimistic Child]
  • A. Teach Your Children
    "Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
  • B. This Child Will Be Great
    "This Child Will Be Great" is the memoir of Liberian president and Nobel Peace Prize laureate Ellen Johnson Sirleaf, recounting her life, political struggles, and the history of modern Liberia.
  • C. Pollyanna
    Pollyanna is a 1913 children's novel by Eleanor H. Porter about an irrepressibly optimistic orphan whose "glad game" transforms the lives of those around her.
  • D. The Children’s Book
    The Children’s Book is a richly layered historical novel by A. S. Byatt that follows several intertwined families of artists and intellectuals in late Victorian and Edwardian England, exploring art, storytelling, and the social upheavals leading up to World War I.
  • E. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • 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: The Optimistic Child
Triple: [Martin Seligman, notableWork, The Optimistic Child]
Generated description
The Optimistic Child is a self-help and psychology book by Martin Seligman that teaches parents and educators how to foster resilience and optimistic thinking in children to prevent depression and improve well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Optimistic Child
Target entity description: The Optimistic Child is a self-help and psychology book by Martin Seligman that teaches parents and educators how to foster resilience and optimistic thinking in children to prevent depression and improve well-being.
  • A. Teach Your Children
    "Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
  • B. This Child Will Be Great
    "This Child Will Be Great" is the memoir of Liberian president and Nobel Peace Prize laureate Ellen Johnson Sirleaf, recounting her life, political struggles, and the history of modern Liberia.
  • C. Pollyanna
    Pollyanna is a 1913 children's novel by Eleanor H. Porter about an irrepressibly optimistic orphan whose "glad game" transforms the lives of those around her.
  • D. The Children’s Book
    The Children’s Book is a richly layered historical novel by A. S. Byatt that follows several intertwined families of artists and intellectuals in late Victorian and Edwardian England, exploring art, storytelling, and the social upheavals leading up to World War I.
  • E. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af034019848190bd5486521c375325 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a05e634819094bbe145f86d8786 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:46 p.m.