Triple

T327518
Position Surface form Disambiguated ID Type / Status
Subject Eric Raymond E6551 entity
Predicate authored P80 FINISHED
Object How To Become A Hacker
"How To Become A Hacker" is a widely read essay by Eric S. Raymond that explains hacker culture, ethics, and the skills and attitudes needed to participate in the open-source software community.
E41799 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: How To Become A Hacker | Statement: [Eric Raymond, authored, How To Become A Hacker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How To Become A Hacker
Context triple: [Eric Raymond, authored, How To Become A Hacker]
  • A. Geeks Bearing Gifts
    Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
  • B. IP Czar
    The IP Czar is the informal name for the U.S. Intellectual Property Enforcement Coordinator, a White House official responsible for overseeing and coordinating federal efforts to protect and enforce intellectual property rights.
  • C. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • D. Carnegie Mellon University Red Team
    The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
  • E. The TB12 Method
    The TB12 Method is Tom Brady’s fitness and lifestyle philosophy and program, emphasizing pliability, nutrition, and recovery to support peak athletic performance and longevity.
  • 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: How To Become A Hacker
Triple: [Eric Raymond, authored, How To Become A Hacker]
Generated description
"How To Become A Hacker" is a widely read essay by Eric S. Raymond that explains hacker culture, ethics, and the skills and attitudes needed to participate in the open-source software community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How To Become A Hacker
Target entity description: "How To Become A Hacker" is a widely read essay by Eric S. Raymond that explains hacker culture, ethics, and the skills and attitudes needed to participate in the open-source software community.
  • A. Geeks Bearing Gifts
    Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
  • B. IP Czar
    The IP Czar is the informal name for the U.S. Intellectual Property Enforcement Coordinator, a White House official responsible for overseeing and coordinating federal efforts to protect and enforce intellectual property rights.
  • C. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • D. Carnegie Mellon University Red Team
    The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
  • E. The TB12 Method
    The TB12 Method is Tom Brady’s fitness and lifestyle philosophy and program, emphasizing pliability, nutrition, and recovery to support peak athletic performance and longevity.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea98fa2c8190a5b44f4a26543a17 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfedb8a4819085970bddbd8ff9c1 completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d0575f588190990388e957d78847 completed March 1, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0e13d3c8190b5618ddb66492f41 completed March 1, 2026, 5:38 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.