Triple

T18290282
Position Surface form Disambiguated ID Type / Status
Subject Blame It on Baby E438091 entity
Predicate includesTrack P3284 FINISHED
Object Talk About It
"Talk About It" is a hip-hop track by DaBaby featured on his 2020 studio album *Blame It on Baby*.
E1316735 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 About It | Statement: [Blame It on Baby, includesTrack, Talk About It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talk About It
Context triple: [Blame It on Baby, includesTrack, Talk About It]
  • A. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • B. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • C. Something to Talk About
    "Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
  • D. We Better Talk This Over
    "We Better Talk This Over" is a song by Bob Dylan from his 1978 album "Street-Legal," reflecting his late-1970s rock and soul-influenced style.
  • E. Won’t Talk About It
    "Won’t Talk About It" is a dance-oriented pop single by the British electronic music collective Beats International, led by Norman Cook (later known as Fatboy Slim).
  • 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 About It
Triple: [Blame It on Baby, includesTrack, Talk About It]
Generated description
"Talk About It" is a hip-hop track by DaBaby featured on his 2020 studio album *Blame It on Baby*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talk About It
Target entity description: "Talk About It" is a hip-hop track by DaBaby featured on his 2020 studio album *Blame It on Baby*.
  • A. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • B. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • C. Something to Talk About
    "Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
  • D. We Better Talk This Over
    "We Better Talk This Over" is a song by Bob Dylan from his 1978 album "Street-Legal," reflecting his late-1970s rock and soul-influenced style.
  • E. Won’t Talk About It
    "Won’t Talk About It" is a dance-oriented pop single by the British electronic music collective Beats International, led by Norman Cook (later known as Fatboy Slim).
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e500fd65888190afdbb29dc60066af completed April 19, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb5612448190a72548b7dd7c3dc7 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbfa0da481908bb0e388dcbe9913 completed May 12, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd6078b88190887a32099fc31db0 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 10:35 a.m.