Triple

T20161722

Position	Surface form	Disambiguated ID	Type / Status
Subject	Deed I Do	`E491721`	entity
Predicate	lyricist	`P1360`	FINISHED
Object	Walter Hirsch	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 11, 2026, 11:34 p.m.