Triple

T23000426
Position Surface form Disambiguated ID Type / Status
Subject An Institutional Approach to the Study of Self-Organization and Self-Governance in CPR Situations E572616 entity
Predicate hasAbbreviation P43 FINISHED
Object CPR (common-pool resources)
CPR (common-pool resources) are shared natural or man-made resource systems—such as fisheries, groundwater basins, or grazing lands—where one user’s consumption reduces availability to others and where excluding potential users is difficult.
E1565483 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: CPR (common-pool resources) | Statement: [An Institutional Approach to the Study of Self-Organization and Self-Governance in CPR Situations, hasAbbreviation, CPR (common-pool resources)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CPR (common-pool resources)
Context triple: [An Institutional Approach to the Study of Self-Organization and Self-Governance in CPR Situations, hasAbbreviation, CPR (common-pool resources)]
  • A. Rules, Games, and Common-Pool Resources
    "Rules, Games, and Common-Pool Resources" is a scholarly work that uses game theory and institutional analysis to explain how communities can successfully self-govern shared resources without relying solely on markets or centralized authorities.
  • B. International Association for the Study of the Commons
    The International Association for the Study of the Commons is a global scholarly organization dedicated to advancing research and collaboration on the governance and sustainable management of shared resources such as land, water, fisheries, and knowledge.
  • C. Governing the Commons
    Governing the Commons is a seminal book by political economist Elinor Ostrom that analyzes how communities successfully manage shared resources without relying solely on privatization or government control.
  • D. “Analyzing Long-Enduring, Self-Organized, and Self-Governed CPRs”
    “Analyzing Long-Enduring, Self-Organized, and Self-Governed CPRs” is a chapter in Elinor Ostrom’s work that examines how certain common-pool resource systems manage to persist over time through locally crafted rules and collective self-governance.
  • E. The Place, the Region, and the Commons
    "The Place, the Region, and the Commons" is an essay by poet and environmental philosopher Gary Snyder that explores bioregionalism, local community, and shared ecological responsibility.
  • 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: CPR (common-pool resources)
Triple: [An Institutional Approach to the Study of Self-Organization and Self-Governance in CPR Situations, hasAbbreviation, CPR (common-pool resources)]
Generated description
CPR (common-pool resources) are shared natural or man-made resource systems—such as fisheries, groundwater basins, or grazing lands—where one user’s consumption reduces availability to others and where excluding potential users is difficult.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CPR (common-pool resources)
Target entity description: CPR (common-pool resources) are shared natural or man-made resource systems—such as fisheries, groundwater basins, or grazing lands—where one user’s consumption reduces availability to others and where excluding potential users is difficult.
  • A. Rules, Games, and Common-Pool Resources
    "Rules, Games, and Common-Pool Resources" is a scholarly work that uses game theory and institutional analysis to explain how communities can successfully self-govern shared resources without relying solely on markets or centralized authorities.
  • B. International Association for the Study of the Commons
    The International Association for the Study of the Commons is a global scholarly organization dedicated to advancing research and collaboration on the governance and sustainable management of shared resources such as land, water, fisheries, and knowledge.
  • C. Governing the Commons
    Governing the Commons is a seminal book by political economist Elinor Ostrom that analyzes how communities successfully manage shared resources without relying solely on privatization or government control.
  • D. “Analyzing Long-Enduring, Self-Organized, and Self-Governed CPRs”
    “Analyzing Long-Enduring, Self-Organized, and Self-Governed CPRs” is a chapter in Elinor Ostrom’s work that examines how certain common-pool resource systems manage to persist over time through locally crafted rules and collective self-governance.
  • E. The Place, the Region, and the Commons
    "The Place, the Region, and the Commons" is an essay by poet and environmental philosopher Gary Snyder that explores bioregionalism, local community, and shared ecological responsibility.
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd380d84c8190ad825e4ef92e6c93 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd780bf048190be000d6b01b7a69e completed May 19, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd80b76248190b3878e6f6992db25 completed May 19, 2026, 3:24 a.m.
Created at: April 17, 2026, 3:50 p.m.