Triple

T6564220
Position Surface form Disambiguated ID Type / Status
Subject Chet Faker E153860 entity
Predicate notableWork P4 FINISHED
Object Talk Is Cheap
"Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
 E605567 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: Talk Is Cheap | Statement: [Chet Faker, notableWork, Talk Is Cheap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk Is Cheap
Context triple: [Chet Faker, notableWork, Talk Is Cheap]
  • A. Talk Is Cheap
    Talk Is Cheap is Keith Richards’ acclaimed 1988 debut solo album, known for its raw rock and roll sound and collaborations with members of his X-Pensive Winos band.
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • D. Say It Ain’t So
    "Say It Ain’t So" is a widely acclaimed alternative rock song by Weezer, known for its emotional lyrics and dynamic quiet-loud dynamics.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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: Talk Is Cheap
Triple: [Chet Faker, notableWork, Talk Is Cheap]
Generated description
"Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk Is Cheap
Target entity description: "Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
  • A. Talk Is Cheap
    Talk Is Cheap is Keith Richards’ acclaimed 1988 debut solo album, known for its raw rock and roll sound and collaborations with members of his X-Pensive Winos band.
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • D. Say It Ain’t So
    "Say It Ain’t So" is a widely acclaimed alternative rock song by Weezer, known for its emotional lyrics and dynamic quiet-loud dynamics.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae3b9ec8819080f3052556d95810 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5622e0481909b0ac0f4e06d19bc completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:52 p.m.