Triple

T15960120
Position Surface form Disambiguated ID Type / Status
Subject Fred Friendly E387035 entity
Predicate fullName P16 FINISHED
Object Ferdinand John Friendly Wachenheimer
Ferdinand John Friendly Wachenheimer, better known as Fred Friendly, was an influential American broadcast journalist and television producer who helped shape modern public affairs programming, notably through his work at CBS News and with Edward R. Murrow.
E1186245 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: Ferdinand John Friendly Wachenheimer | Statement: [Fred Friendly, fullName, Ferdinand John Friendly Wachenheimer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferdinand John Friendly Wachenheimer
Context triple: [Fred Friendly, fullName, Ferdinand John Friendly Wachenheimer]
  • A. Henry J. Friendly
    Henry J. Friendly was a highly influential American federal appellate judge renowned for his intellectual rigor and major contributions to U.S. jurisprudence.
  • B. Isidor Feinstein Stone
    Isidor Feinstein Stone was an American investigative journalist and publisher best known for his independent newsletter "I.F. Stone's Weekly," which challenged government narratives and championed civil liberties.
  • C. Ernst Freund
    Ernst Freund was a prominent German-American legal scholar and political scientist known for his foundational work in administrative law and his long association with the University of Chicago.
  • D. Alfred Friendly Jr.
    Alfred Friendly Jr. is an American journalist and author known for his reporting and writing on international affairs and public policy.
  • E. Jacob T. Schwartz
    Jacob T. Schwartz was an influential American mathematician and computer scientist known for his work in functional analysis, automata theory, and as a pioneer in the development of computer science at New York University.
  • 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: Ferdinand John Friendly Wachenheimer
Triple: [Fred Friendly, fullName, Ferdinand John Friendly Wachenheimer]
Generated description
Ferdinand John Friendly Wachenheimer, better known as Fred Friendly, was an influential American broadcast journalist and television producer who helped shape modern public affairs programming, notably through his work at CBS News and with Edward R. Murrow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferdinand John Friendly Wachenheimer
Target entity description: Ferdinand John Friendly Wachenheimer, better known as Fred Friendly, was an influential American broadcast journalist and television producer who helped shape modern public affairs programming, notably through his work at CBS News and with Edward R. Murrow.
  • A. Henry J. Friendly
    Henry J. Friendly was a highly influential American federal appellate judge renowned for his intellectual rigor and major contributions to U.S. jurisprudence.
  • B. Isidor Feinstein Stone
    Isidor Feinstein Stone was an American investigative journalist and publisher best known for his independent newsletter "I.F. Stone's Weekly," which challenged government narratives and championed civil liberties.
  • C. Ernst Freund
    Ernst Freund was a prominent German-American legal scholar and political scientist known for his foundational work in administrative law and his long association with the University of Chicago.
  • D. Alfred Friendly Jr.
    Alfred Friendly Jr. is an American journalist and author known for his reporting and writing on international affairs and public policy.
  • E. Jacob T. Schwartz
    Jacob T. Schwartz was an influential American mathematician and computer scientist known for his work in functional analysis, automata theory, and as a pioneer in the development of computer science at New York University.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156fe82d081908b5d41bc5a709de2 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe806ef4819095a4dfe104d0bdc8 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.