Triple
T20001474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ronald Hamowy |
E494339
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Dealing with Drugs: Consequences of Government Control
"Dealing with Drugs: Consequences of Government Control" is a libertarian-oriented book by Ronald Hamowy that critiques state intervention in drug markets and argues that prohibitionist policies create more social harm than they prevent.
|
E1406402
|
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: Dealing with Drugs: Consequences of Government Control | Statement: [Ronald Hamowy, notableWork, Dealing with Drugs: Consequences of Government Control]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dealing with Drugs: Consequences of Government Control Context triple: [Ronald Hamowy, notableWork, Dealing with Drugs: Consequences of Government Control]
-
A.
Bitter Pills: Inside the Hazardous World of Legal Drugs
Bitter Pills: Inside the Hazardous World of Legal Drugs is a nonfiction investigative book that exposes the risks, regulatory failures, and human consequences surrounding the use and oversight of prescription medications.
-
B.
The Politics of Heroin: CIA Complicity in the Global Drug Trade
The Politics of Heroin: CIA Complicity in the Global Drug Trade is a landmark investigative book that examines the historical intersections between U.S. intelligence operations and the international heroin trade.
-
C.
War on Drugs
The War on Drugs is a long-running U.S. government campaign that uses law enforcement, legislation, and international efforts to reduce the production, distribution, and consumption of illegal drugs.
-
D.
The Politics of Ecstasy
The Politics of Ecstasy is a 1968 collection of essays by Timothy Leary exploring psychedelic drugs, consciousness expansion, and countercultural politics.
-
E.
The Politics of Heroin in Southeast Asia
The Politics of Heroin in Southeast Asia is a landmark investigative book that exposes the connections between the global heroin trade, Southeast Asian politics, and U.S. intelligence operations during the Cold War.
- 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: Dealing with Drugs: Consequences of Government Control Triple: [Ronald Hamowy, notableWork, Dealing with Drugs: Consequences of Government Control]
Generated description
"Dealing with Drugs: Consequences of Government Control" is a libertarian-oriented book by Ronald Hamowy that critiques state intervention in drug markets and argues that prohibitionist policies create more social harm than they prevent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dealing with Drugs: Consequences of Government Control Target entity description: "Dealing with Drugs: Consequences of Government Control" is a libertarian-oriented book by Ronald Hamowy that critiques state intervention in drug markets and argues that prohibitionist policies create more social harm than they prevent.
-
A.
Bitter Pills: Inside the Hazardous World of Legal Drugs
Bitter Pills: Inside the Hazardous World of Legal Drugs is a nonfiction investigative book that exposes the risks, regulatory failures, and human consequences surrounding the use and oversight of prescription medications.
-
B.
The Politics of Heroin: CIA Complicity in the Global Drug Trade
The Politics of Heroin: CIA Complicity in the Global Drug Trade is a landmark investigative book that examines the historical intersections between U.S. intelligence operations and the international heroin trade.
-
C.
War on Drugs
The War on Drugs is a long-running U.S. government campaign that uses law enforcement, legislation, and international efforts to reduce the production, distribution, and consumption of illegal drugs.
-
D.
The Politics of Ecstasy
The Politics of Ecstasy is a 1968 collection of essays by Timothy Leary exploring psychedelic drugs, consciousness expansion, and countercultural politics.
-
E.
The Politics of Heroin in Southeast Asia
The Politics of Heroin in Southeast Asia is a landmark investigative book that exposes the connections between the global heroin trade, Southeast Asian politics, and U.S. intelligence operations during the Cold War.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a222908190b88e1d11cb1b7ee3 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08050bb1fc81908b9ce173babdd256 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a08095e44b48190b0528932c5c5fa62 |
completed | May 16, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080acea27c8190832bde1cd1a2bcbd |
completed | May 16, 2026, 6:12 a.m. |
Created at: April 11, 2026, 3:32 p.m.