Triple

T4190572
Position Surface form Disambiguated ID Type / Status
Subject Martin Seligman E89023 entity
Predicate notableWork P4 FINISHED
Object Flourish
Flourish is a positive psychology book by Martin Seligman that outlines his theory of well-being and practical strategies for enhancing happiness and life satisfaction.
 E420595 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: Flourish | Statement: [Martin Seligman, notableWork, Flourish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flourish
Context triple: [Martin Seligman, notableWork, Flourish]
  • A. Bliss
    "Bliss" is a track from Mariah Carey's 1999 album "Rainbow," known for its sensual lyrics and layered vocal arrangements.
  • B. Bliss
    Bliss is a surname most notably associated with Lucille Bliss, an American voice actress known for her work in classic animated films and television series.
  • C. Bliss
    "Bliss" is a song featured on Taylor Swift’s album *Lover*, known for its upbeat pop sound and emotionally charged lyrics.
  • D. Bliss
    Bliss is a pivotal telepathic character in Isaac Asimov’s science fiction novel "Foundation and Earth," embodying a collective planetary consciousness.
  • E. Bloom
    Bloom is a common English and Jewish surname borne by numerous notable figures in literature, academia, and the arts.
  • 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: Flourish
Triple: [Martin Seligman, notableWork, Flourish]
Generated description
Flourish is a positive psychology book by Martin Seligman that outlines his theory of well-being and practical strategies for enhancing happiness and life satisfaction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flourish
Target entity description: Flourish is a positive psychology book by Martin Seligman that outlines his theory of well-being and practical strategies for enhancing happiness and life satisfaction.
  • A. Bliss
    "Bliss" is a track from Mariah Carey's 1999 album "Rainbow," known for its sensual lyrics and layered vocal arrangements.
  • B. Bliss
    Bliss is a surname most notably associated with Lucille Bliss, an American voice actress known for her work in classic animated films and television series.
  • C. Bliss
    "Bliss" is a song featured on Taylor Swift’s album *Lover*, known for its upbeat pop sound and emotionally charged lyrics.
  • D. Bliss
    Bliss is a pivotal telepathic character in Isaac Asimov’s science fiction novel "Foundation and Earth," embodying a collective planetary consciousness.
  • E. Bloom
    Bloom is a common English and Jewish surname borne by numerous notable figures in literature, academia, and the arts.
  • 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.