Triple

T20050152
Position Surface form Disambiguated ID Type / Status
Subject Michael D’Orso E499174 entity
Predicate notableWork P4 FINISHED
Object Oceana: Our Endangered Oceans and What We Can Do to Save Them — NE NERFINISHED

How this triple was built (3 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: Oceana: Our Endangered Oceans and What We Can Do to Save Them | Statement: [Michael D’Orso, notableWork, Oceana: Our Endangered Oceans and What We Can Do to Save Them]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oceana: Our Endangered Oceans and What We Can Do to Save Them
Context triple: [Michael D’Orso, notableWork, Oceana: Our Endangered Oceans and What We Can Do to Save Them]
  • A. The World Is Blue: How Our Fate and the Ocean’s Are One
    The World Is Blue: How Our Fate and the Ocean’s Are One is a nonfiction book by marine biologist Sylvia Earle that explores the critical importance of the ocean to Earth’s life-support systems and warns of the consequences of human-driven marine degradation.
  • B. Sea Change: A Message of the Oceans
    *Sea Change: A Message of the Oceans* is a book by marine biologist Sylvia Earle that explores the beauty, fragility, and critical importance of the world’s oceans while calling for urgent conservation action.
  • C. The Future of the Oceans
    "The Future of the Oceans" is a seminal work by ocean governance pioneer Elisabeth Mann Borgese that explores the legal, political, and environmental challenges of managing the world's seas as a shared global resource.
  • D. Revive Our Oceans
    Revive Our Oceans is an Earthshot Prize category focused on restoring and protecting the world’s oceans and marine ecosystems through innovative solutions.
  • E. Blue Hope: Exploring and Caring for Earth’s Magnificent Ocean
    "Blue Hope: Exploring and Caring for Earth’s Magnificent Ocean" is an illustrated nonfiction book that celebrates the beauty and diversity of the world’s oceans while advocating for their conservation and protection.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oceana: Our Endangered Oceans and What We Can Do to Save Them
Target entity description: "Oceana: Our Endangered Oceans and What We Can Do to Save Them" is a nonfiction book that examines the threats facing the world’s oceans and outlines practical strategies for their conservation and protection.
  • A. The World Is Blue: How Our Fate and the Ocean’s Are One
    The World Is Blue: How Our Fate and the Ocean’s Are One is a nonfiction book by marine biologist Sylvia Earle that explores the critical importance of the ocean to Earth’s life-support systems and warns of the consequences of human-driven marine degradation.
  • B. Sea Change: A Message of the Oceans
    *Sea Change: A Message of the Oceans* is a book by marine biologist Sylvia Earle that explores the beauty, fragility, and critical importance of the world’s oceans while calling for urgent conservation action.
  • C. The Future of the Oceans
    "The Future of the Oceans" is a seminal work by ocean governance pioneer Elisabeth Mann Borgese that explores the legal, political, and environmental challenges of managing the world's seas as a shared global resource.
  • D. Revive Our Oceans
    Revive Our Oceans is an Earthshot Prize category focused on restoring and protecting the world’s oceans and marine ecosystems through innovative solutions.
  • E. Blue Hope: Exploring and Caring for Earth’s Magnificent Ocean
    "Blue Hope: Exploring and Caring for Earth’s Magnificent Ocean" is an illustrated nonfiction book that celebrates the beauty and diversity of the world’s oceans while advocating for their conservation and protection.
  • F. None of above. chosen

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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6632d9d888190b0985bb5ed989311 completed April 20, 2026, 5:32 p.m.
Created at: April 11, 2026, 3:37 p.m.