Triple

T21723300
Position Surface form Disambiguated ID Type / Status
Subject All-4-One E536214 entity
Predicate notableWork P4 FINISHED
Object I Turn to You
"I Turn to You" is an R&B ballad by the vocal group All-4-One, known for its heartfelt lyrics and smooth harmonies.
 E1498255 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: I Turn to You | Statement: [All-4-One, notableWork, I Turn to You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Turn to You
Context triple: [All-4-One, notableWork, I Turn to You]
  • A. I Turn to You
    "I Turn to You" is a pop ballad by Christina Aguilera, released as a single from her self-titled debut album and known for showcasing her powerful vocal range.
  • B. I Turn to You
    "I Turn to You" is a dance-pop song by British singer Melanie C that became one of her most successful solo hits, particularly in its club remix form.
  • C. I Look to You
    "I Look to You" is Whitney Houston's 2009 comeback studio album, featuring a blend of contemporary R&B and pop ballads that marked her return to the music scene after a long hiatus.
  • D. Turn Your Love
    "Turn Your Love" is a song by the American rock band Jack Johnson from his 2010 studio album "To the Sea."
  • E. From Me to You
    "From Me to You" is an early 1963 hit single by the Beatles that helped establish their popularity in the United Kingdom and marked a key step in their rise to international fame.
  • 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: I Turn to You
Triple: [All-4-One, notableWork, I Turn to You]
Generated description
"I Turn to You" is an R&B ballad by the vocal group All-4-One, known for its heartfelt lyrics and smooth harmonies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Turn to You
Target entity description: "I Turn to You" is an R&B ballad by the vocal group All-4-One, known for its heartfelt lyrics and smooth harmonies.
  • A. I Turn to You
    "I Turn to You" is a pop ballad by Christina Aguilera, released as a single from her self-titled debut album and known for showcasing her powerful vocal range.
  • B. I Turn to You
    "I Turn to You" is a dance-pop song by British singer Melanie C that became one of her most successful solo hits, particularly in its club remix form.
  • C. I Look to You
    "I Look to You" is Whitney Houston's 2009 comeback studio album, featuring a blend of contemporary R&B and pop ballads that marked her return to the music scene after a long hiatus.
  • D. Turn Your Love
    "Turn Your Love" is a song by the American rock band Jack Johnson from his 2010 studio album "To the Sea."
  • E. From Me to You
    "From Me to You" is an early 1963 hit single by the Beatles that helped establish their popularity in the United Kingdom and marked a key step in their rise to international fame.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd97150c08190861bdc35416665a9 completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24bb8da08190a590ca8cb7fa5c8c completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a260362a48190a33a5a892720e49d completed May 17, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0a26bfae908190b7582ae94fd9b4df completed May 17, 2026, 8:36 p.m.
Created at: April 16, 2026, 6:48 p.m.