Triple

T14653393
Position Surface form Disambiguated ID Type / Status
Subject Ghoulies E344047 entity
Predicate hasSequel P1961 FINISHED
Object Ghoulies IV
Ghoulies IV is a 1994 direct-to-video horror-comedy film that continues the low-budget, creature-feature antics of the Ghoulies franchise.
 E344047 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: Ghoulies IV | Statement: [Ghoulies, hasSequel, Ghoulies IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghoulies IV
Context triple: [Ghoulies, hasSequel, Ghoulies IV]
  • A. Ghoulies
    Ghoulies is a 1985 horror-comedy film about mischievous demonic creatures that became a cult favorite in the home-video era.
  • B. The Groovie Ghoulies
    The Groovie Ghoulies were a Sacramento-based pop-punk band known for their horror-themed lyrics, catchy melodies, and energetic, cartoonish style.
  • C. Night of the Ghouls
    Night of the Ghouls is a 1959 low-budget horror film written and directed by Ed Wood, known for its campy style and status as a cult classic among fans of B-movie cinema.
  • D. The Mad Ghoul
    The Mad Ghoul is a 1943 Universal Pictures horror film about a deranged scientist who turns his assistant into a zombie-like creature to commit grave robberies and murder.
  • E. The Ghoul Man
    The Ghoul Man is a reanimated corpse character from the cult 1959 science fiction horror film "Plan 9 from Outer Space."
  • 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: Ghoulies IV
Triple: [Ghoulies, hasSequel, Ghoulies IV]
Generated description
Ghoulies IV is a 1994 direct-to-video horror-comedy film that continues the low-budget, creature-feature antics of the Ghoulies franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghoulies IV
Target entity description: Ghoulies IV is a 1994 direct-to-video horror-comedy film that continues the low-budget, creature-feature antics of the Ghoulies franchise.
  • A. Ghoulies chosen
    Ghoulies is a 1985 horror-comedy film about mischievous demonic creatures that became a cult favorite in the home-video era.
  • B. The Groovie Ghoulies
    The Groovie Ghoulies were a Sacramento-based pop-punk band known for their horror-themed lyrics, catchy melodies, and energetic, cartoonish style.
  • C. Night of the Ghouls
    Night of the Ghouls is a 1959 low-budget horror film written and directed by Ed Wood, known for its campy style and status as a cult classic among fans of B-movie cinema.
  • D. The Mad Ghoul
    The Mad Ghoul is a 1943 Universal Pictures horror film about a deranged scientist who turns his assistant into a zombie-like creature to commit grave robberies and murder.
  • E. The Ghoul Man
    The Ghoul Man is a reanimated corpse character from the cult 1959 science fiction horror film "Plan 9 from Outer Space."
  • F. None of above.

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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb518f7dc8190877997ea4cd3eed2 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf07acd748190b2821dee21ecd740 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf2577be48190906e6efce6669c06 completed May 8, 2026, 2:25 p.m.
NED2 Entity disambiguation (via description) batch_69fdf2b9faf8819092bb221a3f5f71f6 completed May 8, 2026, 2:27 p.m.
Created at: April 10, 2026, 1:27 a.m.