Triple

T10975545
Position Surface form Disambiguated ID Type / Status
Subject Mark Williams E259359 entity
Predicate notableWork P4 FINISHED
Object Mark Williams' Big Bangs
Mark Williams' Big Bangs is a television documentary series in which comedian and presenter Mark Williams explores the history and impact of major scientific and technological breakthroughs.
 E896937 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: Mark Williams' Big Bangs | Statement: [Mark Williams, notableWork, Mark Williams' Big Bangs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Williams' Big Bangs
Context triple: [Mark Williams, notableWork, Mark Williams' Big Bangs]
  • A. Howard Goodall’s Big Bangs
    Howard Goodall’s Big Bangs is a British television documentary series in which composer Howard Goodall explores pivotal innovations that transformed the history of Western music.
  • B. Big Bang
    The Big Bang is the prevailing cosmological theory that the universe began as an extremely hot, dense state and has been expanding and evolving ever since.
  • C. Big Bang
    The Big Bang was a major deregulation of the London financial markets in 1986 that transformed the City of London into a modern, globally competitive financial center.
  • D. Sparks
    Sparks is the surname of American singer and actress Jordin Sparks, best known as the winner of the sixth season of American Idol.
  • E. Sparks
    Sparks is a city in northern Nevada known for its proximity to Reno and its role as a regional hub for industry, transportation, and outdoor recreation.
  • 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: Mark Williams' Big Bangs
Triple: [Mark Williams, notableWork, Mark Williams' Big Bangs]
Generated description
Mark Williams' Big Bangs is a television documentary series in which comedian and presenter Mark Williams explores the history and impact of major scientific and technological breakthroughs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Williams' Big Bangs
Target entity description: Mark Williams' Big Bangs is a television documentary series in which comedian and presenter Mark Williams explores the history and impact of major scientific and technological breakthroughs.
  • A. Howard Goodall’s Big Bangs
    Howard Goodall’s Big Bangs is a British television documentary series in which composer Howard Goodall explores pivotal innovations that transformed the history of Western music.
  • B. Big Bang
    The Big Bang is the prevailing cosmological theory that the universe began as an extremely hot, dense state and has been expanding and evolving ever since.
  • C. Big Bang
    The Big Bang was a major deregulation of the London financial markets in 1986 that transformed the City of London into a modern, globally competitive financial center.
  • D. Sparks
    Sparks is a city in northern Nevada known for its proximity to Reno and its role as a regional hub for industry, transportation, and outdoor recreation.
  • E. Sparks
    Sparks is the surname of American singer and actress Jordin Sparks, best known as the winner of the sixth season of American Idol.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f4e888819097433271a2f45ff3 completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7aeb66c8190b9d18642b2ad2ea0 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.