Triple

T23540238
Position Surface form Disambiguated ID Type / Status
Subject Rick Famuyiwa E577721 entity
Predicate notableWork P4 FINISHED
Object Talk to Me
Talk to Me is a film directed by Rick Famuyiwa, best known as part of his body of character-driven, culturally resonant storytelling.
 E1591713 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: [Rick Famuyiwa, notableWork, Talk to Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Context triple: [Rick Famuyiwa, 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 an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
  • 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: [Rick Famuyiwa, notableWork, Talk to Me]
Generated description
Talk to Me is a film directed by Rick Famuyiwa, best known as part of his body of character-driven, culturally resonant storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Target entity description: Talk to Me is a film directed by Rick Famuyiwa, best known as part of his body of character-driven, culturally resonant storytelling.
  • 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 an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
  • 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_69e245f9d5d08190a4a20004e1784e20 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ae1a66b88190811b38523ea606fe completed April 29, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf5bab58819082d5de1c9b47c0c8 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce210d8108190a6338389fcefb5a4 completed May 19, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce2bffdd8819081ef20b90bc0ae7b completed May 19, 2026, 10:22 p.m.
Created at: April 17, 2026, 6:10 p.m.