Triple

T1206696
Position Surface form Disambiguated ID Type / Status
Subject Elinor Ostrom E25904 entity
Predicate notableWork P4 FINISHED
Object 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.
E137815 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: Rules, Games, and Common-Pool Resources | Statement: [Elinor Ostrom, notableWork, Rules, Games, and Common-Pool Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rules, Games, and Common-Pool Resources
Context triple: [Elinor Ostrom, notableWork, Rules, Games, and Common-Pool Resources]
  • A. The Complexity of Cooperation
    The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
  • B. Species Packing and Competitive Equilibrium for Many Species
    "Species Packing and Competitive Equilibrium for Many Species" is a foundational ecological theory paper that analyzes how numerous species can coexist by partitioning resources and reaching competitive equilibrium within shared environments.
  • C. The Economics of Exhaustible Resources
    The Economics of Exhaustible Resources is a seminal work in environmental and resource economics that develops the theoretical foundations for how societies should optimally use and manage finite natural resources over time.
  • D. On Equilibrium
    On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
  • E. Nash bargaining solution
    The Nash bargaining solution is a foundational concept in game theory that defines a fair and efficient outcome for two-party bargaining problems based on axioms of rationality and symmetry.
  • 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: Rules, Games, and Common-Pool Resources
Triple: [Elinor Ostrom, notableWork, Rules, Games, and Common-Pool Resources]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rules, Games, and Common-Pool Resources
Target entity description: "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.
  • A. The Complexity of Cooperation
    The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
  • B. Species Packing and Competitive Equilibrium for Many Species
    "Species Packing and Competitive Equilibrium for Many Species" is a foundational ecological theory paper that analyzes how numerous species can coexist by partitioning resources and reaching competitive equilibrium within shared environments.
  • C. The Economics of Exhaustible Resources
    The Economics of Exhaustible Resources is a seminal work in environmental and resource economics that develops the theoretical foundations for how societies should optimally use and manage finite natural resources over time.
  • D. On Equilibrium
    On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
  • E. Nash bargaining solution
    The Nash bargaining solution is a foundational concept in game theory that defines a fair and efficient outcome for two-party bargaining problems based on axioms of rationality and symmetry.
  • 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.