Triple

T6715250
Position Surface form Disambiguated ID Type / Status
Subject Kasi Lemmons E153250 entity
Predicate notableWork P4 FINISHED
Object Talk to Me
Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
 E613285 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: [Kasi Lemmons, notableWork, Talk to Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Context triple: [Kasi Lemmons, 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. 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.
  • C. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • D. May I Have a Talk with You
    "May I Have a Talk with You" is a blues track recorded by Stevie Ray Vaughan and Double Trouble, featured on the posthumous compilation album "The Sky Is Crying."
  • E. Can We Talk
    "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • 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: [Kasi Lemmons, notableWork, Talk to Me]
Generated description
Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Target entity description: Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
  • A. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • B. 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.
  • C. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • D. May I Have a Talk with You
    "May I Have a Talk with You" is a blues track recorded by Stevie Ray Vaughan and Double Trouble, featured on the posthumous compilation album "The Sky Is Crying."
  • E. Can We Talk
    "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1246b748190aed94e8ab8625f7e completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70096e05c8190abfa90996db37eeb completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c701fa048c819091585d2bd4afe06a completed March 27, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69c7028710788190b054c7cfd28a6812 completed March 27, 2026, 10:19 p.m.
Created at: March 27, 2026, 2:07 p.m.