Triple

T327520
Position Surface form Disambiguated ID Type / Status
Subject Eric Raymond E6551 entity
Predicate authored P80 FINISHED
Object 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.
E41801 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: Revenge of the Hackers | Statement: [Eric Raymond, authored, Revenge of the Hackers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Revenge of the Hackers
Context triple: [Eric Raymond, authored, Revenge of the Hackers]
  • A. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • B. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • C. The Riot Squad
    The Riot Squad is the passionate and organized student cheering section that supports the Rutgers Scarlet Knights football team at home games.
  • D. Save the Night
    "Save the Night" is a song by John Legend from his R&B album "Love in the Future."
  • E. 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.
  • 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: Revenge of the Hackers
Triple: [Eric Raymond, authored, Revenge of the Hackers]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Revenge of the Hackers
Target entity description: 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.
  • A. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • B. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • C. The Riot Squad
    The Riot Squad is the passionate and organized student cheering section that supports the Rutgers Scarlet Knights football team at home games.
  • D. Save the Night
    "Save the Night" is a song by John Legend from his R&B album "Love in the Future."
  • E. 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.
  • 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.