Triple

T23450029
Position Surface form Disambiguated ID Type / Status
Subject Ralph Ginzburg E567752 entity
Predicate employer P7 FINISHED
Object Fact Magazine
Fact Magazine was a provocative 1960s American periodical known for its controversial, muckraking political and social commentary.
 E1585535 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: Fact Magazine | Statement: [Ralph Ginzburg, employer, Fact Magazine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fact Magazine
Context triple: [Ralph Ginzburg, employer, Fact Magazine]
  • A. Discover magazine
    Discover magazine is a popular American general-interest science magazine that presents scientific topics and discoveries in an accessible, engaging format for a broad audience.
  • B. Slash magazine
    Slash magazine was an influential late-1970s Los Angeles punk fanzine that documented and helped shape the early American punk and hardcore scenes.
  • C. Reason magazine
    Reason magazine is a libertarian-leaning American publication that focuses on politics, culture, and ideas promoting individual liberty, free markets, and limited government.
  • D. Freedom Magazine
    Freedom Magazine is a publication produced by the Church of Scientology that focuses on promoting the church’s viewpoints and addressing issues related to human rights, religion, and social justice.
  • E. Focus (magazine)
    Focus is a German weekly news magazine known for its coverage of politics, economics, and current affairs, published by Hubert Burda Media.
  • 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: Fact Magazine
Triple: [Ralph Ginzburg, employer, Fact Magazine]
Generated description
Fact Magazine was a provocative 1960s American periodical known for its controversial, muckraking political and social commentary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fact Magazine
Target entity description: Fact Magazine was a provocative 1960s American periodical known for its controversial, muckraking political and social commentary.
  • A. Discover magazine
    Discover magazine is a popular American general-interest science magazine that presents scientific topics and discoveries in an accessible, engaging format for a broad audience.
  • B. Slash magazine
    Slash magazine was an influential late-1970s Los Angeles punk fanzine that documented and helped shape the early American punk and hardcore scenes.
  • C. Reason magazine
    Reason magazine is a libertarian-leaning American publication that focuses on politics, culture, and ideas promoting individual liberty, free markets, and limited government.
  • D. Freedom Magazine
    Freedom Magazine is a publication produced by the Church of Scientology that focuses on promoting the church’s viewpoints and addressing issues related to human rights, religion, and social justice.
  • E. Focus (magazine)
    Focus is a German weekly news magazine known for its coverage of politics, economics, and current affairs, published by Hubert Burda Media.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a64c1ee081908ba3adf5ce80d6a5 completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67bb72588190b6ba67c57b912f30 completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76c54ba08190be8f46bacb22b6a3 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:52 p.m.