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.