Triple

T21642415
Position Surface form Disambiguated ID Type / Status
Subject It Means A Lot E534121 entity
Predicate performer P1363 FINISHED
Object Talk Is Cheap
Talk Is Cheap is a musical artist or band known for performing the song "It Means A Lot."
 E1527185 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: [It Means A Lot, performer, Talk Is Cheap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk Is Cheap
Context triple: [It Means A Lot, performer, 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. Talk Is Cheap
    "Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
  • C. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • D. No More Talk
    "No More Talk" is a track by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and Southern rap style.
  • E. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • 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: [It Means A Lot, performer, Talk Is Cheap]
Generated description
Talk Is Cheap is a musical artist or band known for performing the song "It Means A Lot."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk Is Cheap
Target entity description: Talk Is Cheap is a musical artist or band known for performing the song "It Means A Lot."
  • 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. Talk Is Cheap
    "Talk Is Cheap" is a soulful, downtempo electronic single by Australian musician Chet Faker that helped bring him widespread international recognition.
  • C. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • D. No More Talk
    "No More Talk" is a track by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and Southern rap style.
  • E. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5392343c81909820cb0c3c6a4284 completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab640f7788190baa1305f47cd4ca2 completed May 18, 2026, 6:48 a.m.
NEDg Description generation batch_6a0ab6fd3a6881908ea1e8f85eb9d969 completed May 18, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab791bd6c819098b3de570bd08815 completed May 18, 2026, 6:54 a.m.
Created at: April 16, 2026, 6:35 p.m.