Triple

T12259519
Position Surface form Disambiguated ID Type / Status
Subject R.E.D E292184 entity
Predicate hasPart P35 FINISHED
Object If I Start To Talk
"If I Start To Talk" is a song by British pop group Alesha Dixon from her 2015 album "Do It for Love."
 E968664 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: If I Start To Talk | Statement: [R.E.D, hasPart, If I Start To Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: If I Start To Talk
Context triple: [R.E.D, hasPart, If I Start To Talk]
  • A. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • B. Talk to Me
    Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
  • C. Talk to Me
    "Talk to Me" is a solo studio album by American soul and R&B singer Dennis Edwards, known for his powerful vocals as a former lead singer of The Temptations.
  • D. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • E. Come and Talk to Me
    "Come and Talk to Me" is a hit early-1990s R&B single by Jodeci known for its smooth vocals, romantic lyrics, and influential role in shaping the new jack swing 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: If I Start To Talk
Triple: [R.E.D, hasPart, If I Start To Talk]
Generated description
"If I Start To Talk" is a song by British pop group Alesha Dixon from her 2015 album "Do It for Love."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: If I Start To Talk
Target entity description: "If I Start To Talk" is a song by British pop group Alesha Dixon from her 2015 album "Do It for Love."
  • A. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • B. Talk to Me
    Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
  • C. Talk to Me
    "Talk to Me" is a solo studio album by American soul and R&B singer Dennis Edwards, known for his powerful vocals as a former lead singer of The Temptations.
  • D. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • E. Come and Talk to Me
    "Come and Talk to Me" is a hit early-1990s R&B single by Jodeci known for its smooth vocals, romantic lyrics, and influential role in shaping the new jack swing 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cd964ec81908241d2b9a96d1025 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac1b5148190838b782848e3fa36 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bde9b0c81908df8207a8b6530af completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c97a7e08190b782b3aa6d60d770 completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:52 p.m.