Triple

T8653421
Position Surface form Disambiguated ID Type / Status
Subject Ronnie Vannucci Jr. E205153 entity
Predicate associatedAct P37 FINISHED
Object Big Talk
Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
 E748622 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: Big Talk | Statement: [Ronnie Vannucci Jr., associatedAct, Big Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Talk
Context triple: [Ronnie Vannucci Jr., associatedAct, Big Talk]
  • A. Let Them All Talk
    Let Them All Talk is a 2020 comedy-drama film directed by Steven Soderbergh, starring Meryl Streep as an acclaimed author on an ocean voyage with old friends and her nephew.
  • B. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • C. Big Boy Talk
    "Big Boy Talk" is a hip-hop track by DJ Khaled (also known as Father of Asahd), featuring his signature larger-than-life production and boastful lyricism.
  • D. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • E. Sweet Talker
    Sweet Talker is a pop and R&B studio album by English singer Jessie J, featuring energetic anthems and collaborations with several prominent artists.
  • 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: Big Talk
Triple: [Ronnie Vannucci Jr., associatedAct, Big Talk]
Generated description
Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Talk
Target entity description: Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • A. Let Them All Talk
    Let Them All Talk is a 2020 comedy-drama film directed by Steven Soderbergh, starring Meryl Streep as an acclaimed author on an ocean voyage with old friends and her nephew.
  • B. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • C. Big Boy Talk
    "Big Boy Talk" is a hip-hop track by DJ Khaled (also known as Father of Asahd), featuring his signature larger-than-life production and boastful lyricism.
  • D. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • E. Sweet Talker
    Sweet Talker is a pop and R&B studio album by English singer Jessie J, featuring energetic anthems and collaborations with several prominent artists.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484206d881908017897dada63124 completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccd1d7f88190a5440581325eac63 completed April 2, 2026, 8:08 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:29 p.m.