Triple

T5070794

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sylvia Earle	`E114272`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E492774`	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: Sea Change: A Message of the Oceans | Statement: [Sylvia Earle, notableWork, Sea Change: A Message of the Oceans]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Sea Change: A Message of the Oceans
Context triple: [Sylvia Earle, notableWork, Sea Change: A Message of the Oceans]

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
Sea Change is a critically acclaimed 2002 album by American musician Beck, known for its melancholic tone and introspective, folk-influenced songwriting.
C. The Drama of the Oceans
The Drama of the Oceans is a work by Elisabeth Mann Borgese that explores the political, legal, and environmental challenges of governing the world’s oceans.
D. 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.
E. The Sea We Would Like to See
"The Sea We Would Like to See" was the central environmental and ocean-focused theme of Expo '75, emphasizing harmony between humanity and the marine world.
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: Sea Change: A Message of the Oceans
Triple: [Sylvia Earle, notableWork, Sea Change: A Message of the Oceans]

Generated description

*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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Sea Change: A Message of the Oceans
Target entity description: *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.

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
Sea Change is a critically acclaimed 2002 album by American musician Beck, known for its melancholic tone and introspective, folk-influenced songwriting.
C. The Drama of the Oceans
The Drama of the Oceans is a work by Elisabeth Mann Borgese that explores the political, legal, and environmental challenges of governing the world’s oceans.
D. 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.
E. The Sea We Would Like to See
"The Sea We Would Like to See" was the central environmental and ocean-focused theme of Expo '75, emphasizing harmony between humanity and the marine world.
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_69bd443cf28c8190ad371d603563dbdd`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd74a0aa048190ba01281f1b160609`	completed	March 20, 2026, 4:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beb10bb740819099797240c9f35eb9`	completed	March 21, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69beb376b1d08190adabbf2e9e917bec`	completed	March 21, 2026, 3:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69beb4843b588190947b3c2ae7709e67`	completed	March 21, 2026, 3:08 p.m.

Created at: March 20, 2026, 1:39 p.m.