Triple

T18233073
Position Surface form Disambiguated ID Type / Status
Subject Free Yourself E436593 entity
Predicate notableSingle P3283 FINISHED
Object Ain't Gon' Beg You
"Ain't Gon' Beg You" is an R&B song by Fantasia Barrino featured on her debut album "Free Yourself."
 E1313998 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: Ain't Gon' Beg You | Statement: [Free Yourself, notableSingle, Ain't Gon' Beg You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain't Gon' Beg You
Context triple: [Free Yourself, notableSingle, Ain't Gon' Beg You]
  • A. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • B. I Ain't Got Nothin'
    "I Ain't Got Nothin'" is a song featured on the 1970 studio album "All Directions" by The Temptations.
  • C. Born to Beg
    "Born to Beg" is a song by American indie rock band The National from their 2017 album *Sleep Well Beast*, noted for its melancholic tone and introspective lyrics.
  • D. Ain't Nothing You Can Do
    "Ain't Nothing You Can Do" is a 1964 soul and blues song by Bobby "Blue" Bland that became one of his signature hits.
  • E. He Ain't Give You None
    "He Ain't Give You None" is a soulful rhythm and blues track by Van Morrison featured on his 1967 debut solo album.
  • 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: Ain't Gon' Beg You
Triple: [Free Yourself, notableSingle, Ain't Gon' Beg You]
Generated description
"Ain't Gon' Beg You" is an R&B song by Fantasia Barrino featured on her debut album "Free Yourself."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain't Gon' Beg You
Target entity description: "Ain't Gon' Beg You" is an R&B song by Fantasia Barrino featured on her debut album "Free Yourself."
  • A. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • B. I Ain't Got Nothin'
    "I Ain't Got Nothin'" is a song featured on the 1970 studio album "All Directions" by The Temptations.
  • C. Born to Beg
    "Born to Beg" is a song by American indie rock band The National from their 2017 album *Sleep Well Beast*, noted for its melancholic tone and introspective lyrics.
  • D. Ain't Nothing You Can Do
    "Ain't Nothing You Can Do" is a 1964 soul and blues song by Bobby "Blue" Bland that became one of his signature hits.
  • E. He Ain't Give You None
    "He Ain't Give You None" is a soulful rhythm and blues track by Van Morrison featured on his 1967 debut solo album.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f4b414308190bc7dd8e73c0a362c completed April 19, 2026, 3:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac6935a881908fe1d0a62cc354fc completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad67e85c81909759b40b9dfd2d12 completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03aede6ea481908bb9acdb2ff17e9a completed May 12, 2026, 10:51 p.m.
Created at: April 10, 2026, 10:33 a.m.