Triple

T22071400
Position Surface form Disambiguated ID Type / Status
Subject John Stossel E545414 entity
Predicate familyName P18 FINISHED
Object Stossel
Stossel is a surname most prominently associated with American television journalist and libertarian commentator John Stossel.
E1517536 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: Stossel | Statement: [John Stossel, familyName, Stossel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stossel
Context triple: [John Stossel, familyName, Stossel]
  • A. Over and Done With
    "Over and Done With" is a song by Scottish band The Proclaimers, known for its energetic folk-rock style and emotionally charged lyrics.
  • B. Talk on Corners
    Talk on Corners is a bestselling 1997 pop-rock album by Irish band The Corrs that helped establish their international fame with its blend of Celtic influences and mainstream pop.
  • C. Gutfeld!
    Gutfeld! is a late-night conservative talk and comedy show on Fox News hosted by Greg Gutfeld.
  • D. The Infinite Monkey Cage
    The Infinite Monkey Cage is a popular BBC Radio 4 science-comedy show co-hosted by physicist Brian Cox and comedian Robin Ince, known for its witty, accessible discussions of scientific topics.
  • E. The Big Con: Crackpot Economics and the Fleecing of America
    The Big Con: Crackpot Economics and the Fleecing of America is a political and economic critique in which journalist Jonathan Chait argues that conservative economic policies are based on flawed ideas that primarily benefit the wealthy at the expense of the broader public.
  • 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: Stossel
Triple: [John Stossel, familyName, Stossel]
Generated description
Stossel is a surname most prominently associated with American television journalist and libertarian commentator John Stossel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stossel
Target entity description: Stossel is a surname most prominently associated with American television journalist and libertarian commentator John Stossel.
  • A. Over and Done With
    "Over and Done With" is a song by Scottish band The Proclaimers, known for its energetic folk-rock style and emotionally charged lyrics.
  • B. Talk on Corners
    Talk on Corners is a bestselling 1997 pop-rock album by Irish band The Corrs that helped establish their international fame with its blend of Celtic influences and mainstream pop.
  • C. Gutfeld!
    Gutfeld! is a late-night conservative talk and comedy show on Fox News hosted by Greg Gutfeld.
  • D. The Infinite Monkey Cage
    The Infinite Monkey Cage is a popular BBC Radio 4 science-comedy show co-hosted by physicist Brian Cox and comedian Robin Ince, known for its witty, accessible discussions of scientific topics.
  • E. The Big Con: Crackpot Economics and the Fleecing of America
    The Big Con: Crackpot Economics and the Fleecing of America is a political and economic critique in which journalist Jonathan Chait argues that conservative economic policies are based on flawed ideas that primarily benefit the wealthy at the expense of the broader public.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12888dcc08190b18d3d44d09ab943 completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80b378888190b7d26cd57a6eec23 completed May 18, 2026, 3 a.m.
NEDg Description generation batch_6a0a817450ac81908479592e5cfc0126 completed May 18, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0a827806a8819099933d597773a1e1 completed May 18, 2026, 3:07 a.m.
Created at: April 16, 2026, 8:28 p.m.