Triple

T7906042

Position	Surface form	Disambiguated ID	Type / Status
Subject	Eiza González	`E183576`	entity
Predicate	portrayedCharacterInWork	`P54972`	FINISHED
Object	Santánico Pandemonium in "From Dusk Till Dawn: The Series" Santánico Pandemonium in "From Dusk Till Dawn: The Series" is a seductive and deadly supernatural queen of the vampire-like Culebra race who plays a central role in the show's crime-horror narrative.	`E700136`	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: Santánico Pandemonium in "From Dusk Till Dawn: The Series" | Statement: [Eiza González, portrayedCharacterInWork, Santánico Pandemonium in "From Dusk Till Dawn: The Series"]

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

Target entity: Santánico Pandemonium in "From Dusk Till Dawn: The Series"
Context triple: [Eiza González, portrayedCharacterInWork, Santánico Pandemonium in "From Dusk Till Dawn: The Series"]

A. From Dusk Till Dawn: The Series
From Dusk Till Dawn: The Series is a horror-crime television show created by Robert Rodriguez that expands on the characters and mythology of his 1996 cult vampire film.
B. From Dusk Till Dawn 3: The Hangman's Daughter
From Dusk Till Dawn 3: The Hangman's Daughter is a 1999 direct-to-video horror prequel that blends vampire mythology with a Western setting as part of the From Dusk Till Dawn film series.
C. From Dusk Till Dawn
From Dusk Till Dawn is a 1996 cult crime-horror film directed by Robert Rodriguez and written by Quentin Tarantino, blending outlaw road-movie elements with vampire horror.
D. From Dusk Till Dawn 2: Texas Blood Money
From Dusk Till Dawn 2: Texas Blood Money is a direct-to-video horror crime sequel that follows a group of bank robbers who encounter vampires in a violent, supernatural showdown.
E. Elvira’s Haunted Hills
Elvira’s Haunted Hills is a campy 2001 horror-comedy film starring Cassandra Peterson as Elvira, parodying classic gothic and Hammer-style horror movies.
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: Santánico Pandemonium in "From Dusk Till Dawn: The Series"
Triple: [Eiza González, portrayedCharacterInWork, Santánico Pandemonium in "From Dusk Till Dawn: The Series"]

Generated description

Santánico Pandemonium in "From Dusk Till Dawn: The Series" is a seductive and deadly supernatural queen of the vampire-like Culebra race who plays a central role in the show's crime-horror narrative.

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

Target entity: Santánico Pandemonium in "From Dusk Till Dawn: The Series"
Target entity description: Santánico Pandemonium in "From Dusk Till Dawn: The Series" is a seductive and deadly supernatural queen of the vampire-like Culebra race who plays a central role in the show's crime-horror narrative.

A. From Dusk Till Dawn: The Series
From Dusk Till Dawn: The Series is a horror-crime television show created by Robert Rodriguez that expands on the characters and mythology of his 1996 cult vampire film.
B. From Dusk Till Dawn 3: The Hangman's Daughter
From Dusk Till Dawn 3: The Hangman's Daughter is a 1999 direct-to-video horror prequel that blends vampire mythology with a Western setting as part of the From Dusk Till Dawn film series.
C. From Dusk Till Dawn
From Dusk Till Dawn is a 1996 cult crime-horror film directed by Robert Rodriguez and written by Quentin Tarantino, blending outlaw road-movie elements with vampire horror.
D. From Dusk Till Dawn 2: Texas Blood Money
From Dusk Till Dawn 2: Texas Blood Money is a direct-to-video horror crime sequel that follows a group of bank robbers who encounter vampires in a violent, supernatural showdown.
E. Elvira’s Haunted Hills
Elvira’s Haunted Hills is a campy 2001 horror-comedy film starring Cassandra Peterson as Elvira, parodying classic gothic and Hammer-style horror movies.
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_69ca828dec0c81908b8f55a4dbbb53ff`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb3a56c9f0819094dc87fe55a8823e`	completed	March 31, 2026, 3:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5bc9dfa88190aa5261bdf44823ab`	completed	March 31, 2026, 5:29 a.m.
NEDg	Description generation	`batch_69cb7633c5a0819089deb6e89d9acb8e`	completed	March 31, 2026, 7:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69cbb84dc86c8190893d67ce07c51aa0`	completed	March 31, 2026, 12:04 p.m.

Created at: March 30, 2026, 5:03 p.m.