Triple

T7611238

Position	Surface form	Disambiguated ID	Type / Status
Subject	Expo 98	`E172240`	entity
Predicate	theme	`P261`	FINISHED
Object	The Oceans, a Heritage for the Future "The Oceans, a Heritage for the Future" was the central environmental and cultural theme of Expo 98 in Lisbon, emphasizing the importance of ocean conservation for humanity’s future.	`E676567`	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 Oceans, a Heritage for the Future | Statement: [Expo 98, theme, The Oceans, a Heritage for the Future]

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

Target entity: The Oceans, a Heritage for the Future
Context triple: [Expo 98, theme, The Oceans, a Heritage for the Future]

A. 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.
B. Protecting the Seas, Securing Our Future
"Protecting the Seas, Securing Our Future" is the official motto of the Philippine Navy, emphasizing its mission to safeguard the nation’s maritime domain for long-term national security and prosperity.
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 Oceanic Circle: Governing the Seas as a Global Resource
"The Oceanic Circle: Governing the Seas as a Global Resource" is a seminal work on international ocean governance that advocates treating the world’s oceans as a shared global commons requiring cooperative, sustainable management.
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.

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 Oceans, a Heritage for the Future
Triple: [Expo 98, theme, The Oceans, a Heritage for the Future]

Generated description

"The Oceans, a Heritage for the Future" was the central environmental and cultural theme of Expo 98 in Lisbon, emphasizing the importance of ocean conservation for humanity’s future.

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

Target entity: The Oceans, a Heritage for the Future
Target entity description: "The Oceans, a Heritage for the Future" was the central environmental and cultural theme of Expo 98 in Lisbon, emphasizing the importance of ocean conservation for humanity’s future.

A. 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.
B. Protecting the Seas, Securing Our Future
"Protecting the Seas, Securing Our Future" is the official motto of the Philippine Navy, emphasizing its mission to safeguard the nation’s maritime domain for long-term national security and prosperity.
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 Oceanic Circle: Governing the Seas as a Global Resource
"The Oceanic Circle: Governing the Seas as a Global Resource" is a seminal work on international ocean governance that advocates treating the world’s oceans as a shared global commons requiring cooperative, sustainable management.
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 (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_69c6994f50808190ba228764bb422417`	completed	March 27, 2026, 2:50 p.m.
NER	Named-entity recognition	`batch_69c6fa221c848190b892ba1caec8d83a`	completed	March 27, 2026, 9:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c868645f8081909439f63df3184628`	completed	March 28, 2026, 11:46 p.m.
NEDg	Description generation	`batch_69c868edf84c8190a6fefce18fc606e1`	completed	March 28, 2026, 11:49 p.m.
NED2	Entity disambiguation (via description)	`batch_69c869c54ad08190ba42231080d0e9f3`	completed	March 28, 2026, 11:52 p.m.

Created at: March 27, 2026, 3:55 p.m.