Triple

T7330583
Position Surface form Disambiguated ID Type / Status
Subject Hang On Sloopy E168987 entity
Predicate composer P1361 FINISHED
Object Bert Berns
Bert Berns was an influential American songwriter and record producer of the 1960s, known for crafting numerous soul and rock hits for artists such as The Isley Brothers, Van Morrison, and Them.
E656430 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: Bert Berns | Statement: [Hang On Sloopy, composer, Bert Berns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bert Berns
Context triple: [Hang On Sloopy, composer, Bert Berns]
  • A. Joe Mardin
    Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
  • B. Oliver Leiber
    Oliver Leiber is an American songwriter and record producer best known for his work on pop and R&B hits in the late 1980s and 1990s, including major collaborations with artists like Paula Abdul.
  • C. Mort Shuman
    Mort Shuman was an American songwriter and pianist best known for co-writing numerous 1960s pop and rock hits, including many for artists like Elvis Presley and The Drifters.
  • D. Doc Pomus
    Doc Pomus was an influential American blues singer and songwriter best known for co-writing numerous rock and roll and R&B classics in the 1950s and 1960s.
  • E. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • 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: Bert Berns
Triple: [Hang On Sloopy, composer, Bert Berns]
Generated description
Bert Berns was an influential American songwriter and record producer of the 1960s, known for crafting numerous soul and rock hits for artists such as The Isley Brothers, Van Morrison, and Them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bert Berns
Target entity description: Bert Berns was an influential American songwriter and record producer of the 1960s, known for crafting numerous soul and rock hits for artists such as The Isley Brothers, Van Morrison, and Them.
  • A. Joe Mardin
    Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
  • B. Oliver Leiber
    Oliver Leiber is an American songwriter and record producer best known for his work on pop and R&B hits in the late 1980s and 1990s, including major collaborations with artists like Paula Abdul.
  • C. Mort Shuman
    Mort Shuman was an American songwriter and pianist best known for co-writing numerous 1960s pop and rock hits, including many for artists like Elvis Presley and The Drifters.
  • D. Doc Pomus
    Doc Pomus was an influential American blues singer and songwriter best known for co-writing numerous rock and roll and R&B classics in the 1950s and 1960s.
  • E. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0ab0b1881909f8f086b81fdddb7 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7ef9665748190bddc45f234af7a7b completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f02f95508190a7b323f3f94e4a0f completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.