Triple
T23000496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Analyzing Institutional Change |
E572618
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Institutional Analysis and Development framework |
—
|
NE NERFINISHED |
How this triple was built (2 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: Institutional Analysis and Development framework | Statement: [Analyzing Institutional Change, relatedTo, Institutional Analysis and Development framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institutional Analysis and Development framework Context triple: [Analyzing Institutional Change, relatedTo, Institutional Analysis and Development framework]
-
A.
Institutional Analysis and Development framework
chosen
The Institutional Analysis and Development framework is a conceptual tool developed in institutional economics and political science, notably by Elinor Ostrom and colleagues, for systematically analyzing how rules, norms, and organizational arrangements shape decision-making and outcomes in collective action and resource governance settings.
-
B.
Rethinking Institutional Analysis and Development
Rethinking Institutional Analysis and Development is a scholarly work by Vincent Ostrom that revisits and refines the Institutional Analysis and Development (IAD) framework for understanding how institutions shape collective action and governance.
-
C.
“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.
-
D.
The Mechanisms of Governance
The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
-
E.
The New Institutionalism: Organizational Factors in Political Life
The New Institutionalism: Organizational Factors in Political Life is a seminal scholarly work that helped establish the "new institutionalism" in political science by emphasizing how formal and informal organizational structures shape political behavior and outcomes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 17, 2026, 3:50 p.m.