Triple

T12200126

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Easybeats	`E290687`	entity
Predicate	producerOfFridayOnMyMind	`P52201`	FINISHED
Object	Shel Talmy Shel Talmy is an American record producer best known for his influential 1960s work with British rock bands such as The Who and The Kinks.	`E971482`	NE FINISHED

How this triple was built (5 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: Shel Talmy | Statement: [The Easybeats, producerOfFridayOnMyMind, Shel Talmy]

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

Target entity: Shel Talmy
Context triple: [The Easybeats, producerOfFridayOnMyMind, Shel Talmy]

A. Ronald Lenhoff
Ronald Lenhoff is a songwriter best known for co-writing James Brown’s influential funk track "Get Up (I Feel Like Being a) Sex Machine."
B. Michael Zager
Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
C. Ram Bergman
Ram Bergman is an Israeli film producer best known for his long-time collaboration with director Rian Johnson on films such as "Brick," "Looper," and "Star Wars: The Last Jedi."
D. Neal Hefti
Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
E. Thomas Karns
Thomas Karns is the individual after whom the entity Karns is named, likely a person of local or historical significance.
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: Shel Talmy
Triple: [The Easybeats, producerOfFridayOnMyMind, Shel Talmy]

Generated description

Shel Talmy is an American record producer best known for his influential 1960s work with British rock bands such as The Who and The Kinks.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Shel Talmy
Target entity description: Shel Talmy is an American record producer best known for his influential 1960s work with British rock bands such as The Who and The Kinks.

A. Ronald Lenhoff
Ronald Lenhoff is a songwriter best known for co-writing James Brown’s influential funk track "Get Up (I Feel Like Being a) Sex Machine."
B. Michael Zager
Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
C. Ram Bergman
Ram Bergman is an Israeli film producer best known for his long-time collaboration with director Rian Johnson on films such as "Brick," "Looper," and "Star Wars: The Last Jedi."
D. Neal Hefti
Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
E. Thomas Karns
Thomas Karns is the individual after whom the entity Karns is named, likely a person of local or historical significance.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: producerOfFridayOnMyMind
Context triple: [The Easybeats, producerOfFridayOnMyMind, Shel Talmy]

A. Pfifferdaj
Indicates a relationship or action associated with the Pfifferdaj festival or event, such as participation in, organization of, or occurrence during that festival.
B. primaryProducer
Indicates that an entity produces a good, service, or resource as the initial source in a supply, economic, or ecological chain.
C. GoodFridayPilgrims
Indicates a relationship where certain individuals participate in or are associated with a pilgrimage specifically occurring on Good Friday.
D. producedPoet
Indicates that one entity created, authored, or gave rise to a poet.
E. producerOfWork chosen
Indicates that one entity is the creator or originator responsible for producing a particular work.
F. None of above.

Provenance (6 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_69d6ab65923081909acfc61b7a612233`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d938cd2edc8190b1971349dbc0dee0`	completed	April 10, 2026, 5:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60a933fc481909f9e062365bf05fc`	completed	May 2, 2026, 2:30 p.m.
NEDg	Description generation	`batch_69f60bdbee288190991b08ae685bb401`	completed	May 2, 2026, 2:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69f610b8efe88190907e84247d9e8456`	completed	May 2, 2026, 2:56 p.m.
PD	Predicate disambiguation	`batch_69d91c38321c819080d500d0d64a04f6`	completed	April 10, 2026, 3:50 p.m.

Created at: April 8, 2026, 9:50 p.m.