Triple

T6175753
Position Surface form Disambiguated ID Type / Status
Subject Governing the Commons E137813 entity
Predicate hasPart P35 FINISHED
Object “Analyzing Institutional Change”
“Analyzing Institutional Change” is a section of Elinor Ostrom’s work that examines how rules, norms, and governance arrangements evolve over time in institutions managing common-pool resources.
E572618 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: “Analyzing Institutional Change” | Statement: [Governing the Commons, hasPart, “Analyzing Institutional Change”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Analyzing Institutional Change”
Context triple: [Governing the Commons, hasPart, “Analyzing Institutional Change”]
  • A. Rediscovering Institutions: The Organizational Basis of Politics
    "Rediscovering Institutions: The Organizational Basis of Politics" is a seminal work in political science and organizational theory that reexamines how institutions shape political behavior, decision-making, and governance.
  • B. garbage can model of organizational choice
    The garbage can model of organizational choice is a theory in organizational studies that portrays decision-making in complex organizations as a chaotic process where problems, solutions, participants, and opportunities flow independently and are only loosely coupled.
  • C. Reforming the Unreformable: Lessons from Nigeria
    "Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
  • D. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • E. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • 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: “Analyzing Institutional Change”
Triple: [Governing the Commons, hasPart, “Analyzing Institutional Change”]
Generated description
“Analyzing Institutional Change” is a section of Elinor Ostrom’s work that examines how rules, norms, and governance arrangements evolve over time in institutions managing common-pool resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Analyzing Institutional Change”
Target entity description: “Analyzing Institutional Change” is a section of Elinor Ostrom’s work that examines how rules, norms, and governance arrangements evolve over time in institutions managing common-pool resources.
  • A. Rediscovering Institutions: The Organizational Basis of Politics
    "Rediscovering Institutions: The Organizational Basis of Politics" is a seminal work in political science and organizational theory that reexamines how institutions shape political behavior, decision-making, and governance.
  • B. garbage can model of organizational choice
    The garbage can model of organizational choice is a theory in organizational studies that portrays decision-making in complex organizations as a chaotic process where problems, solutions, participants, and opportunities flow independently and are only loosely coupled.
  • C. Reforming the Unreformable: Lessons from Nigeria
    "Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
  • D. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • E. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc70ac481909fd1db0d69837eca completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141b69c348190a4e530b7380b643f completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c144384d508190952ff35c20ff7db1 completed March 23, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c144a2d800819090c351460c0826d1 completed March 23, 2026, 1:48 p.m.
Created at: March 22, 2026, 4:18 p.m.