Triple

T21419204
Position Surface form Disambiguated ID Type / Status
Subject The Way It Is (song) E528388 entity
Predicate producer P490 FINISHED
Object Eliot Scheiner
Eliot Scheiner is a Grammy-winning American record producer and audio engineer known for his work with artists such as Steely Dan, The Eagles, and Bruce Hornsby.
 E1486134 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: Eliot Scheiner | Statement: [The Way It Is (song), producer, Eliot Scheiner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eliot Scheiner
Context triple: [The Way It Is (song), producer, Eliot Scheiner]
  • A. Paul Kohner
    Paul Kohner was a prominent Hollywood talent agent and film producer who represented major European and American stars during the mid-20th century.
  • B. David Wachtenheim
    David Wachtenheim is a film director best known for co-directing the 2023 animated comedy film "Leo."
  • C. Edward Strohbehn
    Edward Strohbehn is an environmental lawyer best known as a co-founder of the Natural Resources Defense Council (NRDC), a leading U.S. environmental advocacy organization.
  • D. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • E. Laurence Feininger
    Laurence Feininger was a musicologist and Roman Catholic priest known for his scholarly work on early sacred music and as the son of German-American painter Lyonel Feininger.
  • 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: Eliot Scheiner
Triple: [The Way It Is (song), producer, Eliot Scheiner]
Generated description
Eliot Scheiner is a Grammy-winning American record producer and audio engineer known for his work with artists such as Steely Dan, The Eagles, and Bruce Hornsby.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eliot Scheiner
Target entity description: Eliot Scheiner is a Grammy-winning American record producer and audio engineer known for his work with artists such as Steely Dan, The Eagles, and Bruce Hornsby.
  • A. Paul Kohner
    Paul Kohner was a prominent Hollywood talent agent and film producer who represented major European and American stars during the mid-20th century.
  • B. David Wachtenheim
    David Wachtenheim is a film director best known for co-directing the 2023 animated comedy film "Leo."
  • C. Edward Strohbehn
    Edward Strohbehn is an environmental lawyer best known as a co-founder of the Natural Resources Defense Council (NRDC), a leading U.S. environmental advocacy organization.
  • D. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • E. Laurence Feininger
    Laurence Feininger was a musicologist and Roman Catholic priest known for his scholarly work on early sacred music and as the son of German-American painter Lyonel Feininger.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b2ccddc08190b4f66fa6ccda41e2 completed April 22, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfe2dcac8190b96add5b09edb4f6 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d161cbbc8190abe8ef1ec7e7c29e completed May 17, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a09d1c579bc8190b66b7cf660738409 completed May 17, 2026, 2:33 p.m.
Created at: April 16, 2026, 5:47 p.m.