Triple

T4012367
Position Surface form Disambiguated ID Type / Status
Subject OSPAR Commission E90674 entity
Predicate hasWorkingGroup P1382 FINISHED
Object Environmental Impact of Human Activities (EIHA)
Environmental Impact of Human Activities (EIHA) is a specialist working group under the OSPAR Commission that assesses and advises on how human activities affect the marine environment of the North-East Atlantic.
E406282 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: Environmental Impact of Human Activities (EIHA) | Statement: [OSPAR Commission, hasWorkingGroup, Environmental Impact of Human Activities (EIHA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Impact of Human Activities (EIHA)
Context triple: [OSPAR Commission, hasWorkingGroup, Environmental Impact of Human Activities (EIHA)]
  • A. Environmental Impact Statements
    Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
  • B. Environmental Benefits Index
    The Environmental Benefits Index is a scoring system used to rank and prioritize land for conservation enrollment based on its projected environmental benefits, such as wildlife habitat, water quality, and soil erosion reduction.
  • C. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • D. Environment and Natural Resources Program
    The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
  • E. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • 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: Environmental Impact of Human Activities (EIHA)
Triple: [OSPAR Commission, hasWorkingGroup, Environmental Impact of Human Activities (EIHA)]
Generated description
Environmental Impact of Human Activities (EIHA) is a specialist working group under the OSPAR Commission that assesses and advises on how human activities affect the marine environment of the North-East Atlantic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Impact of Human Activities (EIHA)
Target entity description: Environmental Impact of Human Activities (EIHA) is a specialist working group under the OSPAR Commission that assesses and advises on how human activities affect the marine environment of the North-East Atlantic.
  • A. Environmental Impact Statements
    Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
  • B. Environmental Benefits Index
    The Environmental Benefits Index is a scoring system used to rank and prioritize land for conservation enrollment based on its projected environmental benefits, such as wildlife habitat, water quality, and soil erosion reduction.
  • C. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • D. Environment and Natural Resources Program
    The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
  • E. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa893ce08190b8fe49a11123738d completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c70eb7c8190bc5c4086b756c9c4 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d1898d48190b717a17ad366918d completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54ded2e6c8190a6dc9ce2f5d474b8 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.