Triple

T19520053

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Transformers (1984 TV series)	`E488378`	entity
Predicate	composer	`P1361`	FINISHED
Object	Robert J. Walsh	`—`	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: Robert J. Walsh | Statement: [The Transformers (1984 TV series), composer, Robert J. Walsh]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Robert J. Walsh
Context triple: [The Transformers (1984 TV series), composer, Robert J. Walsh]

A. Joseph L. Walsh
Joseph L. Walsh was an American mathematician known for his influential work in approximation theory and complex analysis, particularly Walsh functions and polynomial approximation.
B. John R. Walsh
John R. Walsh was an American banker and newspaper publisher from Chicago who became notorious for his role in a major banking scandal in the early 20th century.
C. Timothy R. R. Walsh
Timothy R. R. Walsh is an academic chemist best known as the doctoral advisor of Nobel Prize–winning biochemist Roger Y. Tsien.
D. Thomas J. Walsh
Thomas J. Walsh was a prominent figure associated with Seton Hall University, honored for his leadership and contributions by having Walsh Gymnasium named after him.
E. Edward M. Walsh
Edward M. Walsh is an Irish academic and engineer best known as the founding president who led the development and internationalization of the University of Limerick.
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: Robert J. Walsh
Target entity description: Robert J. Walsh was an American composer and music producer best known for scoring numerous 1980s animated television series and other media for Marvel Productions and Hasbro.

A. Joseph L. Walsh
Joseph L. Walsh was an American mathematician known for his influential work in approximation theory and complex analysis, particularly Walsh functions and polynomial approximation.
B. John R. Walsh
John R. Walsh was an American banker and newspaper publisher from Chicago who became notorious for his role in a major banking scandal in the early 20th century.
C. Timothy R. R. Walsh
Timothy R. R. Walsh is an academic chemist best known as the doctoral advisor of Nobel Prize–winning biochemist Roger Y. Tsien.
D. Thomas J. Walsh
Thomas J. Walsh was a prominent figure associated with Seton Hall University, honored for his leadership and contributions by having Walsh Gymnasium named after him.
E. Edward M. Walsh
Edward M. Walsh is an Irish academic and engineer best known as the founding president who led the development and internationalization of the University of Limerick.
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_69d8e8da8bec819081f400199491ccc3`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6359feb808190ba94563831adc720`	completed	April 20, 2026, 2:18 p.m.

Created at: April 10, 2026, 1:40 p.m.