Triple

T14639589

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Bye Bye Man	`E343688`	entity
Predicate	director	`P255`	FINISHED
Object	Stacy Title Stacy Title was an American film director, producer, and screenwriter known for her work in horror and dark comedy.	`E1306936`	NE FINISHED

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.

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

Target entity: Stacy Title
Context triple: [The Bye Bye Man, director, Stacy Title]

A. Stacy
Stacy is a feminine given name commonly used in English-speaking countries, often as a diminutive of names like Anastasia or Eustace.
B. Stacy
Stacy is the birth name of Fergie, the American singer and former member of the Black Eyed Peas.
C. Hood Stacey
Hood Stacey is the central protagonist of the crime drama film "Each Dawn I Die," around whom the story’s conflicts and moral struggles revolve.
D. Stacy Hilt
Stacy Hilt is a musician best known as a member of the indie/emo band The Casket Lottery.
E. Stacy Barrett
Stacy Barrett is a bubbly, loyal, and somewhat ditzy best friend character from the legal comedy-drama TV series "Drop Dead Diva."
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: Stacy Title
Triple: [The Bye Bye Man, director, Stacy Title]

Generated description

Stacy Title was an American film director, producer, and screenwriter known for her work in horror and dark comedy.

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

Target entity: Stacy Title
Target entity description: Stacy Title was an American film director, producer, and screenwriter known for her work in horror and dark comedy.

A. Stacy
Stacy is a feminine given name commonly used in English-speaking countries, often as a diminutive of names like Anastasia or Eustace.
B. Stacy
Stacy is the birth name of Fergie, the American singer and former member of the Black Eyed Peas.
C. Hood Stacey
Hood Stacey is the central protagonist of the crime drama film "Each Dawn I Die," around whom the story’s conflicts and moral struggles revolve.
D. Stacy Hilt
Stacy Hilt is a musician best known as a member of the indie/emo band The Casket Lottery.
E. Stacy Barrett
Stacy Barrett is a bubbly, loyal, and somewhat ditzy best friend character from the legal comedy-drama TV series "Drop Dead Diva."
F. None of above. chosen

Provenance (4 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_69d822e1a2cc81908e5bb93cf61ce3cc`	completed	April 9, 2026, 10:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a037c1a1390819092d68ddc32e4479f`	completed	May 12, 2026, 7:14 p.m.
NEDg	Description generation	`batch_6a037cfd596481909d0c361a11185194`	completed	May 12, 2026, 7:18 p.m.
NED2	Entity disambiguation (via description)	`batch_6a037e7bbd1c8190a88f57cdf5bf30f5`	completed	May 12, 2026, 7:24 p.m.

Created at: April 10, 2026, 1:26 a.m.