Triple

T14653386
Position Surface form Disambiguated ID Type / Status
Subject Ghoulies E344047 entity
Predicate starredActor P5563 FINISHED
Object Peter Liapis
Peter Liapis is an American actor best known for his leading role in the 1985 horror-comedy film "Ghoulies."
 E1111999 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: Peter Liapis | Statement: [Ghoulies, starredActor, Peter Liapis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Liapis
Context triple: [Ghoulies, starredActor, Peter Liapis]
  • A. John Amplas
    John Amplas is an American actor best known for his collaborations with director George A. Romero, particularly his lead role in the 1977 horror film "Martin."
  • B. Mark Palios
    Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
  • C. Michael Spartali
    Michael Spartali was a 19th-century Anglo-Greek merchant and prominent member of the London Greek community, best known as the father of Pre-Raphaelite painter Marie Spartali Stillman.
  • D. Eli Damaskinos
    Eli Damaskinos is a powerful and ancient vampire lord from the Blade film series, known for his role as a key antagonist and leader within the vampire hierarchy.
  • E. Nick Andros
    Nick Andros is a deaf-mute drifter who becomes one of the central, morally grounded leaders in Stephen King’s post-apocalyptic novel "The Stand."
  • 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: Peter Liapis
Triple: [Ghoulies, starredActor, Peter Liapis]
Generated description
Peter Liapis is an American actor best known for his leading role in the 1985 horror-comedy film "Ghoulies."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Liapis
Target entity description: Peter Liapis is an American actor best known for his leading role in the 1985 horror-comedy film "Ghoulies."
  • A. John Amplas
    John Amplas is an American actor best known for his collaborations with director George A. Romero, particularly his lead role in the 1977 horror film "Martin."
  • B. Mark Palios
    Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
  • C. Michael Spartali
    Michael Spartali was a 19th-century Anglo-Greek merchant and prominent member of the London Greek community, best known as the father of Pre-Raphaelite painter Marie Spartali Stillman.
  • D. Eli Damaskinos
    Eli Damaskinos is a powerful and ancient vampire lord from the Blade film series, known for his role as a key antagonist and leader within the vampire hierarchy.
  • E. Nick Andros
    Nick Andros is a deaf-mute drifter who becomes one of the central, morally grounded leaders in Stephen King’s post-apocalyptic novel "The Stand."
  • 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_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_69fdd5db85648190b0e5b1c0827fa9f4 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd6ed699c8190919677dcdf2d24d9 completed May 8, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69fdd79198108190a3e640eca97b082b completed May 8, 2026, 12:31 p.m.
Created at: April 10, 2026, 1:27 a.m.