Triple

T5070792
Position Surface form Disambiguated ID Type / Status
Subject Sylvia Earle E114272 entity
Predicate founded P104 FINISHED
Object Deep Ocean Exploration and Research (DOER Marine)
Deep Ocean Exploration and Research (DOER Marine) is an ocean technology company specializing in the design and development of advanced subsea vehicles and systems for deep-sea exploration and research.
E490795 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: Deep Ocean Exploration and Research (DOER Marine) | Statement: [Sylvia Earle, founded, Deep Ocean Exploration and Research (DOER Marine)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deep Ocean Exploration and Research (DOER Marine)
Context triple: [Sylvia Earle, founded, Deep Ocean Exploration and Research (DOER Marine)]
  • A. Ocean Exploration Trust
    The Ocean Exploration Trust is a nonprofit organization dedicated to advancing deep-sea exploration, scientific discovery, and public engagement, best known for operating the exploration vessel E/V Nautilus.
  • B. Marine Observatories
    Marine Observatories are specialized monitoring facilities that collect and analyze oceanographic and meteorological data to support weather forecasting, climate research, and maritime safety.
  • C. NOAA Office of Ocean Exploration and Research
    The NOAA Office of Ocean Exploration and Research is a U.S. federal program dedicated to exploring, mapping, and understanding the ocean’s least-known areas to support scientific discovery, resource management, and public education.
  • D. Integrated Ocean Drilling Program
    The Integrated Ocean Drilling Program was a multinational marine research initiative that used specialized drilling vessels to investigate Earth’s history, structure, and climate through deep-sea sediment and rock cores.
  • E. Caladan Oceanic deep-sea expeditions
    Caladan Oceanic deep-sea expeditions is a private exploration initiative that conducts record-setting manned dives to the deepest parts of the world’s oceans.
  • 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: Deep Ocean Exploration and Research (DOER Marine)
Triple: [Sylvia Earle, founded, Deep Ocean Exploration and Research (DOER Marine)]
Generated description
Deep Ocean Exploration and Research (DOER Marine) is an ocean technology company specializing in the design and development of advanced subsea vehicles and systems for deep-sea exploration and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deep Ocean Exploration and Research (DOER Marine)
Target entity description: Deep Ocean Exploration and Research (DOER Marine) is an ocean technology company specializing in the design and development of advanced subsea vehicles and systems for deep-sea exploration and research.
  • A. Ocean Exploration Trust
    The Ocean Exploration Trust is a nonprofit organization dedicated to advancing deep-sea exploration, scientific discovery, and public engagement, best known for operating the exploration vessel E/V Nautilus.
  • B. Marine Observatories
    Marine Observatories are specialized monitoring facilities that collect and analyze oceanographic and meteorological data to support weather forecasting, climate research, and maritime safety.
  • C. NOAA Office of Ocean Exploration and Research
    The NOAA Office of Ocean Exploration and Research is a U.S. federal program dedicated to exploring, mapping, and understanding the ocean’s least-known areas to support scientific discovery, resource management, and public education.
  • D. Integrated Ocean Drilling Program
    The Integrated Ocean Drilling Program was a multinational marine research initiative that used specialized drilling vessels to investigate Earth’s history, structure, and climate through deep-sea sediment and rock cores.
  • E. Caladan Oceanic deep-sea expeditions
    Caladan Oceanic deep-sea expeditions is a private exploration initiative that conducts record-setting manned dives to the deepest parts of the world’s oceans.
  • 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_69bea4a348e081909ccba9ce469c722c completed March 21, 2026, 2:01 p.m.
NEDg Description generation batch_69bea584a5a081908b6cf5abf1be393e completed March 21, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69bea61dbff08190819dc8da376d5e6d completed March 21, 2026, 2:07 p.m.
Created at: March 20, 2026, 1:39 p.m.