Triple

T2014699
Position Surface form Disambiguated ID Type / Status
Subject The Fifth Estate E43767 entity
Predicate basedOnAuthor P2806 FINISHED
Object Daniel Domscheit-Berg
Daniel Domscheit-Berg is a German technology activist and former WikiLeaks spokesperson who became known for his whistleblowing work and later critiques of the organization.
E226235 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: Daniel Domscheit-Berg | Statement: [The Fifth Estate, basedOnAuthor, Daniel Domscheit-Berg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Domscheit-Berg
Context triple: [The Fifth Estate, basedOnAuthor, Daniel Domscheit-Berg]
  • A. Steve Huffman
    Steve Huffman is an American web developer and entrepreneur best known as the co-founder and CEO of the social news and discussion platform Reddit.
  • B. Jon Oberheide
    Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
  • C. Ben Casnocha
    Ben Casnocha is an American entrepreneur, author, and investor known for co-authoring "The Start-up of You" and "The Alliance" and for his work in the technology and venture capital sectors.
  • D. Alexis Ohanian
    Alexis Ohanian is an American internet entrepreneur and investor best known as the co-founder of the social news and discussion platform Reddit.
  • E. Jonathan I. Schwartz
    Jonathan I. Schwartz is an American technology executive best known for serving as the CEO of Sun Microsystems during the mid-2000s.
  • 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: Daniel Domscheit-Berg
Triple: [The Fifth Estate, basedOnAuthor, Daniel Domscheit-Berg]
Generated description
Daniel Domscheit-Berg is a German technology activist and former WikiLeaks spokesperson who became known for his whistleblowing work and later critiques of the organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Domscheit-Berg
Target entity description: Daniel Domscheit-Berg is a German technology activist and former WikiLeaks spokesperson who became known for his whistleblowing work and later critiques of the organization.
  • A. Steve Huffman
    Steve Huffman is an American web developer and entrepreneur best known as the co-founder and CEO of the social news and discussion platform Reddit.
  • B. Jon Oberheide
    Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
  • C. Ben Casnocha
    Ben Casnocha is an American entrepreneur, author, and investor known for co-authoring "The Start-up of You" and "The Alliance" and for his work in the technology and venture capital sectors.
  • D. Alexis Ohanian
    Alexis Ohanian is an American internet entrepreneur and investor best known as the co-founder of the social news and discussion platform Reddit.
  • E. Jonathan I. Schwartz
    Jonathan I. Schwartz is an American technology executive best known for serving as the CEO of Sun Microsystems during the mid-2000s.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b610a88190bc10fd7dda19da08 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aeca6388190befe0630d44de109 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0bb8b34c81908f817bb1fbcb1873 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c20aaf48190852334f9c76d0d18 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.