Triple

T8764743
Position Surface form Disambiguated ID Type / Status
Subject Baby Mama E208308 entity
Predicate follows P134 FINISHED
Object Beggin & Pleadin
Beggin & Pleadin is a song title most likely associated with contemporary R&B or hip-hop music, known for its emotionally charged, relationship-focused themes.
E756015 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: Beggin & Pleadin | Statement: [Baby Mama, follows, Beggin & Pleadin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beggin & Pleadin
Context triple: [Baby Mama, follows, Beggin & Pleadin]
  • A. Just Begun
    "Just Begun" is a socially conscious hip-hop track by Reflection Eternal featuring Mos Def, Jay Electronica, and J. Cole, celebrated for its lyrical prowess and collaborative showcase of prominent MCs.
  • B. Ain't Too Proud to Beg
    "Ain't Too Proud to Beg" is a 1966 Motown soul hit by The Temptations, renowned for its driving rhythm, impassioned vocals, and enduring popularity as one of the group's signature songs.
  • C. 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.
  • D. Right from the Beginning
    Right from the Beginning is a political memoir by Pat Buchanan recounting his early life, formative experiences, and the development of his conservative beliefs.
  • E. Come & Get It
    "Come & Get It" is a 2013 electropop song by Selena Gomez that marked a more mature musical direction for her and became one of her signature hits.
  • 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: Beggin & Pleadin
Triple: [Baby Mama, follows, Beggin & Pleadin]
Generated description
Beggin & Pleadin is a song title most likely associated with contemporary R&B or hip-hop music, known for its emotionally charged, relationship-focused themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beggin & Pleadin
Target entity description: Beggin & Pleadin is a song title most likely associated with contemporary R&B or hip-hop music, known for its emotionally charged, relationship-focused themes.
  • A. Just Begun
    "Just Begun" is a socially conscious hip-hop track by Reflection Eternal featuring Mos Def, Jay Electronica, and J. Cole, celebrated for its lyrical prowess and collaborative showcase of prominent MCs.
  • B. Ain't Too Proud to Beg
    "Ain't Too Proud to Beg" is a 1966 Motown soul hit by The Temptations, renowned for its driving rhythm, impassioned vocals, and enduring popularity as one of the group's signature songs.
  • C. 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.
  • D. Right from the Beginning
    Right from the Beginning is a political memoir by Pat Buchanan recounting his early life, formative experiences, and the development of his conservative beliefs.
  • E. Come & Get It
    "Come & Get It" is a 2013 electropop song by Selena Gomez that marked a more mature musical direction for her and became one of her signature hits.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dfdef9881908a7f079d87e8e338 completed March 31, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf436106708190aedba29e57445303 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf4670d7a881908ea2e7e811c0ef46 completed April 3, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69cf46c83c68819081fa11981d716597 completed April 3, 2026, 4:49 a.m.
Created at: March 30, 2026, 6:40 p.m.