Triple

T17322555
Position Surface form Disambiguated ID Type / Status
Subject The Optimistic Child E420597 entity
Predicate author P4 FINISHED
Object Martin Seligman NE NERFINISHED

How this triple was built (2 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: Martin Seligman | Statement: [The Optimistic Child, author, Martin Seligman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Seligman
Context triple: [The Optimistic Child, author, Martin Seligman]
  • A. Martin Seligman chosen
    Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
  • B. Paul Mowrer
    Paul Mowrer was an American journalist and foreign correspondent who won the first Pulitzer Prize for foreign correspondence in 1929.
  • C. Jerome Kagan
    Jerome Kagan was an influential American psychologist and pioneer in developmental psychology, best known for his research on temperament in children and its impact on later behavior.
  • D. Albert Band
    Albert Band was an American film director, producer, and screenwriter known for his work in low-budget genre films and collaborations with independent studios.
  • E. H. W. B. Skinner
    H. W. B. Skinner was a physicist and academic mentor known for supervising future prominent astrophysicist Geoffrey Burbidge.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d889d22b848190a4663d0b8f8f76e7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e439d01e2c8190a358dace420d4575 completed April 19, 2026, 2:11 a.m.
Created at: April 10, 2026, 5:43 a.m.