Triple

T15093420
Position Surface form Disambiguated ID Type / Status
Subject Chico DeBarge E360477 entity
Predicate notableWork P4 FINISHED
Object Talk to Me
"Talk to Me" is an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
 E1137683 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 to Me | Statement: [Chico DeBarge, notableWork, Talk to Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Context triple: [Chico DeBarge, notableWork, Talk to Me]
  • 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. Talk to Me
    "Talk to Me" is a hard-hitting hip hop track by the duo Run the Jewels, known for its aggressive production and politically charged lyrics.
  • E. Talk To Me
    "Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
  • 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 to Me
Triple: [Chico DeBarge, notableWork, Talk to Me]
Generated description
"Talk to Me" is an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Target entity description: "Talk to Me" is an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
  • 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. Talk to Me
    "Talk to Me" is a hard-hitting hip hop track by the duo Run the Jewels, known for its aggressive production and politically charged lyrics.
  • E. Talk To Me
    "Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
  • 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0054571a48190a57055c0d6e90f82 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae1f406081909d4925474370da86 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb2e869808190b691d95531dc7447 completed May 9, 2026, 4:07 a.m.
NED2 Entity disambiguation (via description) batch_69feb3a61e008190aff906cae172a744 completed May 9, 2026, 4:10 a.m.
Created at: April 10, 2026, 3:04 a.m.