Triple
T22731985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durek Verrett |
E562156
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Spirit Hacking
Spirit Hacking is a self-help and spiritual guidance book by shaman Durek Verrett that outlines his unconventional methods for personal transformation and healing.
|
E1552241
|
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: 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.
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: Spirit Hacking Triple: [Durek Verrett, hasWritten, Spirit Hacking]
Generated 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.
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 (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_69e24550859c81908727d91efc3a81b4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1792de040819093aa904bf751a788 |
completed | April 29, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b8fca5f10819083604273aae3fcc3 |
completed | May 18, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_6a0b93bc59e481909e2fbee11a29b7a9 |
completed | May 18, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b9488db048190b73ff89215ffeb74 |
completed | May 18, 2026, 10:36 p.m. |
Created at: April 17, 2026, 3:21 p.m.