Triple
T6175723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Entrepreneurship: A Case Study in Ground Water Basin Management |
E137812
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Governing the Commons |
E137813
|
NE FINISHED |
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: Governing the Commons | Statement: [Public Entrepreneurship: A Case Study in Ground Water Basin Management, relatedTo, Governing the Commons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Governing the Commons Context triple: [Public Entrepreneurship: A Case Study in Ground Water Basin Management, relatedTo, Governing the Commons]
-
A.
Governing the Commons
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Beyond the Invisible Hand
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 22, 2026, 4:18 p.m.