Triple

T13831826
Position Surface form Disambiguated ID Type / Status
Subject Run the Jewels E332415 entity
Predicate hasSingle P3282 FINISHED
Object 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.
 E1064828 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: [Run the Jewels, hasSingle, Talk to Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Context triple: [Run the Jewels, hasSingle, 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. 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.
  • E. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • 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: [Run the Jewels, hasSingle, Talk to Me]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk to Me
Target entity description: "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.
  • 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. 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.
  • E. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8efe0948190aaf972cccc2ebc90 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.