Triple

T11786698
Position Surface form Disambiguated ID Type / Status
Subject West Branch Susquehanna River E280285 entity
Predicate conservationProgram P5942 FINISHED
Object West Branch Susquehanna Restoration Initiative
The West Branch Susquehanna Restoration Initiative is a collaborative environmental program focused on restoring water quality, aquatic habitat, and ecological health in the West Branch Susquehanna River watershed, particularly in areas impacted by legacy coal mining.
E946471 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: West Branch Susquehanna Restoration Initiative | Statement: [West Branch Susquehanna River, conservationProgram, West Branch Susquehanna Restoration Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West Branch Susquehanna Restoration Initiative
Context triple: [West Branch Susquehanna River, conservationProgram, West Branch Susquehanna Restoration Initiative]
  • A. Schuylkill River Restoration Fund
    The Schuylkill River Restoration Fund is a grant program that supports projects aimed at improving water quality, habitat, and overall ecological health within the Schuylkill River watershed.
  • B. 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.
  • C. 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.
  • D. Thornton Creek Confluence Project
    The Thornton Creek Confluence Project is an environmental restoration initiative focused on improving habitat, water quality, and flood management where tributaries of Seattle’s Thornton Creek meet.
  • E. Mahanoy Creek watershed
    The Mahanoy Creek watershed is a drainage basin in east-central Pennsylvania that collects water from Mahanoy Creek and its tributaries before ultimately feeding into the Susquehanna River system.
  • 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: West Branch Susquehanna Restoration Initiative
Triple: [West Branch Susquehanna River, conservationProgram, West Branch Susquehanna Restoration Initiative]
Generated description
The West Branch Susquehanna Restoration Initiative is a collaborative environmental program focused on restoring water quality, aquatic habitat, and ecological health in the West Branch Susquehanna River watershed, particularly in areas impacted by legacy coal mining.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: West Branch Susquehanna Restoration Initiative
Target entity description: The West Branch Susquehanna Restoration Initiative is a collaborative environmental program focused on restoring water quality, aquatic habitat, and ecological health in the West Branch Susquehanna River watershed, particularly in areas impacted by legacy coal mining.
  • A. Schuylkill River Restoration Fund
    The Schuylkill River Restoration Fund is a grant program that supports projects aimed at improving water quality, habitat, and overall ecological health within the Schuylkill River watershed.
  • B. 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.
  • C. 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.
  • D. Thornton Creek Confluence Project
    The Thornton Creek Confluence Project is an environmental restoration initiative focused on improving habitat, water quality, and flood management where tributaries of Seattle’s Thornton Creek meet.
  • E. Mahanoy Creek watershed
    The Mahanoy Creek watershed is a drainage basin in east-central Pennsylvania that collects water from Mahanoy Creek and its tributaries before ultimately feeding into the Susquehanna River system.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a586803481909af0032c35ca6e51 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090e8828481908baa7f6067190db3 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd3f39608190b29027b30664bd9c completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef5afd448190953b5d9929478132 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.