Triple

T18813318
Position Surface form Disambiguated ID Type / Status
Subject Great Lakes Basin E460068 entity
Predicate hasConservationProgram P6139 FINISHED
Object Great Lakes Restoration Initiative
The Great Lakes Restoration Initiative is a U.S. federal program that funds and coordinates efforts to protect, restore, and preserve the Great Lakes ecosystem and surrounding communities.
E1344841 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: Great Lakes Restoration Initiative | Statement: [Great Lakes Basin, hasConservationProgram, Great Lakes Restoration Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Lakes Restoration Initiative
Context triple: [Great Lakes Basin, hasConservationProgram, Great Lakes Restoration Initiative]
  • A. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • B. Sanctuary of the Great Lakes
    Sanctuary of the Great Lakes is a nickname for Alpena, Michigan, highlighting its rich maritime heritage and proximity to protected Great Lakes waters.
  • C. Muddy River Restoration Project
    The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
  • D. Penobscot River Restoration Project
    The Penobscot River Restoration Project is a major collaborative conservation effort that removed or modified dams on Maine’s Penobscot River to restore sea-run fish populations, improve ecosystem health, and support local communities.
  • E. Boston Harbor cleanup program
    The Boston Harbor cleanup program was a large-scale environmental restoration initiative that modernized wastewater treatment and dramatically improved the water quality and ecological health of Boston Harbor.
  • 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: Great Lakes Restoration Initiative
Triple: [Great Lakes Basin, hasConservationProgram, Great Lakes Restoration Initiative]
Generated description
The Great Lakes Restoration Initiative is a U.S. federal program that funds and coordinates efforts to protect, restore, and preserve the Great Lakes ecosystem and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Lakes Restoration Initiative
Target entity description: The Great Lakes Restoration Initiative is a U.S. federal program that funds and coordinates efforts to protect, restore, and preserve the Great Lakes ecosystem and surrounding communities.
  • A. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • B. Sanctuary of the Great Lakes
    Sanctuary of the Great Lakes is a nickname for Alpena, Michigan, highlighting its rich maritime heritage and proximity to protected Great Lakes waters.
  • C. Muddy River Restoration Project
    The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
  • D. Penobscot River Restoration Project
    The Penobscot River Restoration Project is a major collaborative conservation effort that removed or modified dams on Maine’s Penobscot River to restore sea-run fish populations, improve ecosystem health, and support local communities.
  • E. Boston Harbor cleanup program
    The Boston Harbor cleanup program was a large-scale environmental restoration initiative that modernized wastewater treatment and dramatically improved the water quality and ecological health of Boston Harbor.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3de2f6881908a9da4d5abd7ee61 completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bc5fb2c8190ae2fa1727427fd8c completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055ff5103881908cc6f21428ea5c23 completed May 14, 2026, 5:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0563db346481909fbdcb2e80ea0fcf completed May 14, 2026, 5:55 a.m.
Created at: April 10, 2026, 11:53 a.m.