Triple

T22731985

Position	Surface form	Disambiguated ID	Type / Status
Subject	Durek Verrett	`E562156`	entity
Predicate	hasWritten	`P2831`	FINISHED
Object	Spirit Hacking	`—`	NE NERFINISHED

How this triple was built (3 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: Spirit Hacking | Statement: [Durek Verrett, hasWritten, Spirit Hacking]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Spirit Hacking
Context triple: [Durek Verrett, hasWritten, Spirit Hacking]

A. Hacking River
Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
B. The Hacker’s Choice
The Hacker’s Choice is a well-known security research and hacking collective recognized for creating influential penetration-testing tools and publishing information on network and system vulnerabilities.
C. The Hacker
The Hacker is a villainous character portrayed by Christopher Lloyd in the educational animated television series "Cyberchase."
D. The Hacker
The Hacker is a French electronic music producer and DJ known for his influential work in electroclash and techno, often in collaboration with Miss Kittin.
E. Revenge of the Hackers
Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Spirit Hacking
Target entity description: Spirit Hacking is a self-help and spiritual guidance book by shaman Durek Verrett that outlines his unconventional methods for personal transformation and healing.

A. Hacking River
Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
B. The Hacker’s Choice
The Hacker’s Choice is a well-known security research and hacking collective recognized for creating influential penetration-testing tools and publishing information on network and system vulnerabilities.
C. The Hacker
The Hacker is a villainous character portrayed by Christopher Lloyd in the educational animated television series "Cyberchase."
D. The Hacker
The Hacker is a French electronic music producer and DJ known for his influential work in electroclash and techno, often in collaboration with Miss Kittin.
E. Revenge of the Hackers
Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
F. None of above. chosen

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_69e24550859c81908727d91efc3a81b4`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f1792de040819093aa904bf751a788`	completed	April 29, 2026, 3:21 a.m.

Created at: April 17, 2026, 3:21 p.m.