Triple

T25964268

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jim Gray	`E645620`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Why Our Drug Laws Have Failed and What We Can Do About It "Why Our Drug Laws Have Failed and What We Can Do About It" is a book by Judge Jim Gray that critiques U.S. drug prohibition policies and advocates for comprehensive reform and alternative approaches to drug control.	`E1706262`	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: Why Our Drug Laws Have Failed and What We Can Do About It | Statement: [Jim Gray, notableWork, Why Our Drug Laws Have Failed and What We Can Do About It]

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: Why Our Drug Laws Have Failed and What We Can Do About It
Triple: [Jim Gray, notableWork, Why Our Drug Laws Have Failed and What We Can Do About It]

Generated description

"Why Our Drug Laws Have Failed and What We Can Do About It" is a book by Judge Jim Gray that critiques U.S. drug prohibition policies and advocates for comprehensive reform and alternative approaches to drug control.

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_69e77e85efc08190997da7fcf98bd300`	completed	April 21, 2026, 1:41 p.m.
NER	Named-entity recognition	`batch_69f604c8ef408190bfd4571fb262372b`	completed	May 2, 2026, 2:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1107812d98819087412fa54871d074`	completed	May 23, 2026, 1:48 a.m.
NEDg	Description generation	`batch_6a111271795081908b2a0d64a713e0a4`	completed	May 23, 2026, 2:35 a.m.
NED2	Entity disambiguation (via description)	`batch_6a11151f47e081908fa594fd1f5b5d93`	completed	May 23, 2026, 2:46 a.m.

Created at: April 22, 2026, 8:48 a.m.