Triple

T731388
Position Surface form Disambiguated ID Type / Status
Subject Norman Cook E14837 entity
Predicate notableWork P4 FINISHED
Object Better Living Through Chemistry
Better Living Through Chemistry is the 1996 debut studio album by British DJ and producer Norman Cook, better known as Fatboy Slim, which helped define the big beat electronic music genre.
 E85889 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: Better Living Through Chemistry | Statement: [Norman Cook, notableWork, Better Living Through Chemistry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Better Living Through Chemistry
Context triple: [Norman Cook, notableWork, Better Living Through Chemistry]
  • A. Annenberg Alchemy
    Annenberg Alchemy is a capacity-building program that strengthens nonprofit leadership and governance through training, coaching, and resources.
  • B. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • C. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • D. One Day It'll All Make Sense
    "One Day It'll All Make Sense" is a critically acclaimed 1997 hip-hop album by Chicago rapper Common that blends introspective lyricism with socially conscious themes.
  • E. More Than We Know
    "More Than We Know" is a song featured on the album "Here."
  • 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: Better Living Through Chemistry
Triple: [Norman Cook, notableWork, Better Living Through Chemistry]
Generated description
Better Living Through Chemistry is the 1996 debut studio album by British DJ and producer Norman Cook, better known as Fatboy Slim, which helped define the big beat electronic music genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Better Living Through Chemistry
Target entity description: Better Living Through Chemistry is the 1996 debut studio album by British DJ and producer Norman Cook, better known as Fatboy Slim, which helped define the big beat electronic music genre.
  • A. Annenberg Alchemy
    Annenberg Alchemy is a capacity-building program that strengthens nonprofit leadership and governance through training, coaching, and resources.
  • B. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • C. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • D. One Day It'll All Make Sense
    "One Day It'll All Make Sense" is a critically acclaimed 1997 hip-hop album by Chicago rapper Common that blends introspective lyricism with socially conscious themes.
  • E. More Than We Know
    "More Than We Know" is a song featured on the album "Here."
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5c40b6481909db9efd7310850b3 completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6375fd8388190bb4a13bf4b151bfd completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63814e01081909304d6f01374e5a0 completed March 3, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_69a638b43e748190a809b089c35ab1c9 completed March 3, 2026, 1:26 a.m.
Created at: March 1, 2026, 7:37 p.m.