Triple
T19899988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Hough |
E478257
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Twins of Evil
Twins of Evil is a 1971 British Hammer horror film blending gothic vampire lore with witch-hunting hysteria, directed by John Hough and starring Peter Cushing.
|
E1401472
|
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: Twins of Evil | Statement: [John Hough, notableWork, Twins of Evil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twins of Evil Context triple: [John Hough, notableWork, Twins of Evil]
-
A.
Treacherous Twins
"Treacherous Twins" is a song by Drake and 21 Savage from their collaborative 2022 album *Her Loss*, known for its melodic delivery and themes of loyalty and partnership.
-
B.
The Sunlandic Twins
The Sunlandic Twins is a psychedelic indie pop album by the American band Of Montreal, noted for its electronic experimentation and introspective, surreal lyrics.
-
C.
The Hanseroth Twins
The Hanseroth Twins are Phil and Tim Hanseroth, American musicians best known as Brandi Carlile’s longtime songwriting partners, bandmates, and harmony vocalists.
-
D.
Apocalypse Twins
The Apocalypse Twins are a pair of powerful mutant siblings in Marvel Comics who threaten reality with time-manipulating, apocalyptic schemes, often clashing with major superhero teams.
-
E.
The Gruesome Twosome
The Gruesome Twosome are a pair of horror-themed racers—Big Gruesome and Little Gruesome—who drive a dragon-shaped car called the Creepy Coupe in the animated series "Wacky Races."
- 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: Twins of Evil Triple: [John Hough, notableWork, Twins of Evil]
Generated description
Twins of Evil is a 1971 British Hammer horror film blending gothic vampire lore with witch-hunting hysteria, directed by John Hough and starring Peter Cushing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twins of Evil Target entity description: Twins of Evil is a 1971 British Hammer horror film blending gothic vampire lore with witch-hunting hysteria, directed by John Hough and starring Peter Cushing.
-
A.
Treacherous Twins
"Treacherous Twins" is a song by Drake and 21 Savage from their collaborative 2022 album *Her Loss*, known for its melodic delivery and themes of loyalty and partnership.
-
B.
The Sunlandic Twins
The Sunlandic Twins is a psychedelic indie pop album by the American band Of Montreal, noted for its electronic experimentation and introspective, surreal lyrics.
-
C.
The Hanseroth Twins
The Hanseroth Twins are Phil and Tim Hanseroth, American musicians best known as Brandi Carlile’s longtime songwriting partners, bandmates, and harmony vocalists.
-
D.
Apocalypse Twins
The Apocalypse Twins are a pair of powerful mutant siblings in Marvel Comics who threaten reality with time-manipulating, apocalyptic schemes, often clashing with major superhero teams.
-
E.
The Gruesome Twosome
The Gruesome Twosome are a pair of horror-themed racers—Big Gruesome and Little Gruesome—who drive a dragon-shaped car called the Creepy Coupe in the animated series "Wacky Races."
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65940cf8c8190b74e51635410e48a |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea42b8c88190922819539e4b640b |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07eaffbc748190b33574e2868f94c5 |
completed | May 16, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eb617a3c8190a0538feb7bc962cd |
completed | May 16, 2026, 3:58 a.m. |
Created at: April 10, 2026, 1:52 p.m.