Triple

T6955092
Position Surface form Disambiguated ID Type / Status
Subject Good Vibrations E161220 entity
Predicate songwriter P1141 FINISHED
Object Spencer Bernard
Spencer Bernard is a songwriter best known for his work on pop and dance tracks in the late 20th century, including contributions to major hits like "Good Vibrations."
E632453 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: Spencer Bernard | Statement: [Good Vibrations, songwriter, Spencer Bernard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spencer Bernard
Context triple: [Good Vibrations, songwriter, Spencer Bernard]
  • A. Bernard Allison
    Bernard Allison is an American blues guitarist, singer, and bandleader known for carrying on the modern electric blues legacy of his father, Luther Allison.
  • B. Bert Harrison
    Bert Harrison is a fictional protagonist best known as the central character in the work "Trophy Wife."
  • C. Bernard Gribble
    Bernard Gribble was a British film editor known for his work on numerous feature films and television productions from the mid-20th century onward.
  • D. John Spence
    John Spence was an early vocalist for the American rock band No Doubt whose energetic performances helped shape the group’s formative sound before his untimely death in 1987.
  • E. Bernard Fowler
    Bernard Fowler is an American singer, songwriter, and producer best known for his longtime work as a backing vocalist for The Rolling Stones and numerous other rock and funk 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: Spencer Bernard
Triple: [Good Vibrations, songwriter, Spencer Bernard]
Generated description
Spencer Bernard is a songwriter best known for his work on pop and dance tracks in the late 20th century, including contributions to major hits like "Good Vibrations."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spencer Bernard
Target entity description: Spencer Bernard is a songwriter best known for his work on pop and dance tracks in the late 20th century, including contributions to major hits like "Good Vibrations."
  • A. Bernard Allison
    Bernard Allison is an American blues guitarist, singer, and bandleader known for carrying on the modern electric blues legacy of his father, Luther Allison.
  • B. Bert Harrison
    Bert Harrison is a fictional protagonist best known as the central character in the work "Trophy Wife."
  • C. Bernard Gribble
    Bernard Gribble was a British film editor known for his work on numerous feature films and television productions from the mid-20th century onward.
  • D. John Spence
    John Spence was an early vocalist for the American rock band No Doubt whose energetic performances helped shape the group’s formative sound before his untimely death in 1987.
  • E. Bernard Fowler
    Bernard Fowler is an American singer, songwriter, and producer best known for his longtime work as a backing vocalist for The Rolling Stones and numerous other rock and funk 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7618afb0c8190b1545328c1cee5de completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c7623b1e5081909680e1a1811b83e0 completed March 28, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69c762ee1a048190ada3e6fd850e468b completed March 28, 2026, 5:11 a.m.
Created at: March 27, 2026, 2:29 p.m.