Triple

T10547912
Position Surface form Disambiguated ID Type / Status
Subject Timothy Ball E248869 entity
Predicate memberOf P10 FINISHED
Object Natural Resources Stewardship Project
The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
E870109 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: Natural Resources Stewardship Project | Statement: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natural Resources Stewardship Project
Context triple: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
  • A. 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.
  • B. Natural Community Conservation Planning program
    The Natural Community Conservation Planning program is a California state initiative that promotes large-scale, ecosystem-based conservation planning to protect habitats and species while allowing compatible economic development.
  • C. Mission Reach ecosystem restoration project
    The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
  • D. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • E. Division of Environmental Stewardship
    The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
  • 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: Natural Resources Stewardship Project
Triple: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
Generated description
The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natural Resources Stewardship Project
Target entity description: The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
  • A. 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.
  • B. Natural Community Conservation Planning program
    The Natural Community Conservation Planning program is a California state initiative that promotes large-scale, ecosystem-based conservation planning to protect habitats and species while allowing compatible economic development.
  • C. Mission Reach ecosystem restoration project
    The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
  • D. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • E. Division of Environmental Stewardship
    The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d526d20ef48190ab9f70d4ce5f2a11 completed April 7, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93457af7c819090f576ae606c5849 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c8b25c8190bb048053d8668e5c completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d939b1844881908c8fbcb9488863f6 completed April 10, 2026, 5:56 p.m.
Created at: April 6, 2026, 12:33 p.m.