Triple

T14888796

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lauren Graham	`E359697`	entity
Predicate	authorOf	`P4244`	FINISHED
Object	Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between) "Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)" is a humorous memoir by actress Lauren Graham reflecting on her life, career, and experiences working on the beloved TV series Gilmore Girls.	`E1126187`	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: Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between) | Statement: [Lauren Graham, authorOf, Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)]

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

Target entity: Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)
Context triple: [Lauren Graham, authorOf, Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)]

A. Gilmore
Gilmore is a surname most prominently associated with Artis Gilmore, a Hall of Fame American professional basketball player known for his dominant play in the ABA and NBA.
B. Gilmore
Gilmore is an Australian federal electoral division in New South Wales that includes much of the Shoalhaven region and surrounding coastal areas.
C. Keeping Up with the Steins
Keeping Up with the Steins is a 2006 comedy film that satirizes over-the-top bar mitzvah celebrations and explores family relationships in the process.
D. Pieces of April
Pieces of April is a 2003 indie dramedy film about a young woman hosting a tense Thanksgiving dinner for her estranged family in a cramped New York City apartment.
E. The Dangling Conversation
"The Dangling Conversation" is a reflective folk song by Simon & Garfunkel that explores emotional distance and alienation within a relationship.
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: Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)
Triple: [Lauren Graham, authorOf, Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)]

Generated description

"Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)" is a humorous memoir by actress Lauren Graham reflecting on her life, career, and experiences working on the beloved TV series Gilmore Girls.

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

Target entity: Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)
Target entity description: "Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls (and Everything in Between)" is a humorous memoir by actress Lauren Graham reflecting on her life, career, and experiences working on the beloved TV series Gilmore Girls.

A. Gilmore
Gilmore is a surname most prominently associated with Artis Gilmore, a Hall of Fame American professional basketball player known for his dominant play in the ABA and NBA.
B. Gilmore
Gilmore is an Australian federal electoral division in New South Wales that includes much of the Shoalhaven region and surrounding coastal areas.
C. Keeping Up with the Steins
Keeping Up with the Steins is a 2006 comedy film that satirizes over-the-top bar mitzvah celebrations and explores family relationships in the process.
D. Pieces of April
Pieces of April is a 2003 indie dramedy film about a young woman hosting a tense Thanksgiving dinner for her estranged family in a cramped New York City apartment.
E. The Dangling Conversation
"The Dangling Conversation" is a reflective folk song by Simon & Garfunkel that explores emotional distance and alienation within a relationship.
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_69d827980cbc8190a0c569ae3940a1d9`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69ded5f6cf5c8190b6b28f58fafe5d59`	completed	April 15, 2026, 12:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe6b5f22c08190a9530cbd78cfc801`	completed	May 8, 2026, 11:01 p.m.
NEDg	Description generation	`batch_69fe6f9b33748190aee0c27879866ca1`	completed	May 8, 2026, 11:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe703e8c28819081b7bfe638a2202e`	completed	May 8, 2026, 11:22 p.m.

Created at: April 10, 2026, 2:09 a.m.