Triple

T1206685
Position Surface form Disambiguated ID Type / Status
Subject Elinor Ostrom E25904 entity
Predicate doctoralThesis P6 FINISHED
Object Public Entrepreneurship: A Case Study in Ground Water Basin Management
"Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
E137812 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: Public Entrepreneurship: A Case Study in Ground Water Basin Management | Statement: [Elinor Ostrom, doctoralThesis, Public Entrepreneurship: A Case Study in Ground Water Basin Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Entrepreneurship: A Case Study in Ground Water Basin Management
Context triple: [Elinor Ostrom, doctoralThesis, Public Entrepreneurship: A Case Study in Ground Water Basin Management]
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. Ecological Economics: Principles and Applications
    Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
  • 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. Nature’s Services: Societal Dependence on Natural Ecosystems
    "Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
  • E. Carson River Watershed Adaptive Stewardship Plan
    The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
  • 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: Public Entrepreneurship: A Case Study in Ground Water Basin Management
Triple: [Elinor Ostrom, doctoralThesis, Public Entrepreneurship: A Case Study in Ground Water Basin Management]
Generated description
"Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Entrepreneurship: A Case Study in Ground Water Basin Management
Target entity description: "Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. Ecological Economics: Principles and Applications
    Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
  • 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. Nature’s Services: Societal Dependence on Natural Ecosystems
    "Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
  • E. Carson River Watershed Adaptive Stewardship Plan
    The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdc314c88190b1b5953834bfce7b completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f3f4c508190bdc3d436d393daf9 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fc59a488190adbdf156aaff8c03 completed March 7, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac806a6d748190acc5cdfa8fb90a64 completed March 7, 2026, 7:45 p.m.
Created at: March 1, 2026, 7:46 p.m.