Triple

T2916739

Position	Surface form	Disambiguated ID	Type / Status
Subject	George Carlin: Life Is Worth Losing	`E78624`	entity
Predicate	partOfSeries	`P1761`	FINISHED
Object	George Carlin HBO specials George Carlin HBO specials are a series of stand-up comedy performances broadcast on HBO that showcase Carlin’s evolving, often controversial social and political commentary over several decades.	`E310024`	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: George Carlin HBO specials | Statement: [George Carlin: Life Is Worth Losing, partOfSeries, George Carlin HBO specials]

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

Target entity: George Carlin HBO specials
Context triple: [George Carlin: Life Is Worth Losing, partOfSeries, George Carlin HBO specials]

A. George Carlin: 40 Years of Comedy
George Carlin: 40 Years of Comedy is a television special celebrating comedian George Carlin’s four-decade career, featuring stand-up performances, retrospective clips, and commentary on his influential body of work.
B. George Carlin: Personal Favorites
George Carlin: Personal Favorites is a 1997 HBO stand-up comedy special compiling some of George Carlin’s most popular and acclaimed routines from his earlier performances.
C. George Carlin: Complaints and Grievances
George Carlin: Complaints and Grievances is a stand-up comedy special by George Carlin featuring his sharp, darkly humorous critiques of modern life, politics, and social norms.
D. George Carlin: It's Bad for Ya
George Carlin: It's Bad for Ya is a 2008 stand-up comedy special featuring George Carlin’s sharp, darkly humorous social and political commentary, recorded shortly before his death.
E. George Carlin: You Are All Diseased
"George Carlin: You Are All Diseased" is a 1999 stand-up comedy special in which George Carlin delivers dark, incisive social and political commentary with his trademark irreverent humor.
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: George Carlin HBO specials
Triple: [George Carlin: Life Is Worth Losing, partOfSeries, George Carlin HBO specials]

Generated description

George Carlin HBO specials are a series of stand-up comedy performances broadcast on HBO that showcase Carlin’s evolving, often controversial social and political commentary over several decades.

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

Target entity: George Carlin HBO specials
Target entity description: George Carlin HBO specials are a series of stand-up comedy performances broadcast on HBO that showcase Carlin’s evolving, often controversial social and political commentary over several decades.

A. George Carlin: 40 Years of Comedy
George Carlin: 40 Years of Comedy is a television special celebrating comedian George Carlin’s four-decade career, featuring stand-up performances, retrospective clips, and commentary on his influential body of work.
B. George Carlin: Personal Favorites
George Carlin: Personal Favorites is a 1997 HBO stand-up comedy special compiling some of George Carlin’s most popular and acclaimed routines from his earlier performances.
C. George Carlin: Complaints and Grievances
George Carlin: Complaints and Grievances is a stand-up comedy special by George Carlin featuring his sharp, darkly humorous critiques of modern life, politics, and social norms.
D. George Carlin: It's Bad for Ya
George Carlin: It's Bad for Ya is a 2008 stand-up comedy special featuring George Carlin’s sharp, darkly humorous social and political commentary, recorded shortly before his death.
E. George Carlin: You Are All Diseased
"George Carlin: You Are All Diseased" is a 1999 stand-up comedy special in which George Carlin delivers dark, incisive social and political commentary with his trademark irreverent humor.
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_69ad8b0c2ad081909ff87050ae542bb9`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad96a2bdd88190aa01c26a27f9afbd`	completed	March 8, 2026, 3:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b0562847488190a0d6b7de99796cd9`	completed	March 10, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69b06309895881908e9fdd9fa31aed03`	completed	March 10, 2026, 6:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69b06371e5fc8190a9945d9ac005365a`	completed	March 10, 2026, 6:31 p.m.

Created at: March 8, 2026, 2:53 p.m.