Triple

T20161722
Position Surface form Disambiguated ID Type / Status
Subject Deed I Do E491721 entity
Predicate lyricist P1360 FINISHED
Object Walter Hirsch
Walter Hirsch was an American songwriter and lyricist active in the early 20th century, known for contributing lyrics to popular jazz and pop standards.
E1423511 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: Walter Hirsch | Statement: [Deed I Do, lyricist, Walter Hirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Hirsch
Context triple: [Deed I Do, lyricist, Walter Hirsch]
  • A. Charles Hartmann
    Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
  • B. Walter Stern
    Walter Stern is a British music video director renowned for his dark, visually striking work with artists such as The Prodigy, Massive Attack, and Blur.
  • C. Walter Fuchs
    Walter Fuchs is a notable individual who shares the surname Fuchs, recognized enough to be specifically cited among its bearers.
  • D. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • E. Walter Wolf
    Walter Wolf is a Slovenian-Canadian businessman best known for his involvement in Formula One through the Wolf Racing team and for his ventures in the oil and tobacco industries.
  • 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: Walter Hirsch
Triple: [Deed I Do, lyricist, Walter Hirsch]
Generated description
Walter Hirsch was an American songwriter and lyricist active in the early 20th century, known for contributing lyrics to popular jazz and pop standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Hirsch
Target entity description: Walter Hirsch was an American songwriter and lyricist active in the early 20th century, known for contributing lyrics to popular jazz and pop standards.
  • A. Charles Hartmann
    Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
  • B. Walter Stern
    Walter Stern is a British music video director renowned for his dark, visually striking work with artists such as The Prodigy, Massive Attack, and Blur.
  • C. Walter Fuchs
    Walter Fuchs is a notable individual who shares the surname Fuchs, recognized enough to be specifically cited among its bearers.
  • D. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • E. Walter Wolf
    Walter Wolf is a Slovenian-Canadian businessman best known for his involvement in Formula One through the Wolf Racing team and for his ventures in the oil and tobacco industries.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667e505888190a05e26a3c5a0ede1 completed April 20, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086105a5a88190a5b995c37af3e987 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086282203881908726f58843a8ae5d completed May 16, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_6a08638b64a88190a068a2d0c15dc448 completed May 16, 2026, 12:31 p.m.
Created at: April 11, 2026, 11:34 p.m.