Triple

T7418053
Position Surface form Disambiguated ID Type / Status
Subject Smile E171177 entity
Predicate producer P490 FINISHED
Object Andrew Goldstein
Andrew Goldstein is an American songwriter and record producer known for his work with major pop and rock artists across the contemporary music industry.
 E690368 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: Andrew Goldstein | Statement: [Smile, producer, Andrew Goldstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Goldstein
Context triple: [Smile, producer, Andrew Goldstein]
  • A. Michael Goldstein
    Michael Goldstein is a relatively common personal name shared by multiple individuals across fields such as academia, business, and the arts, rather than referring to a single widely recognized public figure.
  • B. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • C. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • D. Joshua Goldstein
    Joshua Goldstein is a political scientist best known for his influential work on international relations, war and peace studies, and global security.
  • E. Steve Goldstein
    Steve Goldstein is a music producer known for his work on the album "Romance Dance."
  • 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: Andrew Goldstein
Triple: [Smile, producer, Andrew Goldstein]
Generated description
Andrew Goldstein is an American songwriter and record producer known for his work with major pop and rock artists across the contemporary music industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Goldstein
Target entity description: Andrew Goldstein is an American songwriter and record producer known for his work with major pop and rock artists across the contemporary music industry.
  • A. Michael Goldstein
    Michael Goldstein is a relatively common personal name shared by multiple individuals across fields such as academia, business, and the arts, rather than referring to a single widely recognized public figure.
  • B. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • C. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • D. Joshua Goldstein
    Joshua Goldstein is a political scientist best known for his influential work on international relations, war and peace studies, and global security.
  • E. Steve Goldstein
    Steve Goldstein is a music producer known for his work on the album "Romance Dance."
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c9314c8190855b79a2e6ef3e9b completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c934c199f08190a8fbb7f3c6f5464c completed March 29, 2026, 2:18 p.m.
NEDg Description generation batch_69c93547255c81909a56ff28da51c3c4 completed March 29, 2026, 2:20 p.m.
NED2 Entity disambiguation (via description) batch_69c9359dd42c8190929f204c11194041 completed March 29, 2026, 2:22 p.m.
Created at: March 27, 2026, 3:11 p.m.