Triple

T14653369
Position Surface form Disambiguated ID Type / Status
Subject Ghoulies E344047 entity
Predicate writer P1360 FINISHED
Object Jefery Levy
Jefery Levy is a filmmaker and screenwriter best known for his work on the 1985 horror-comedy film "Ghoulies."
E1131308 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: Jefery Levy | Statement: [Ghoulies, writer, Jefery Levy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jefery Levy
Context triple: [Ghoulies, writer, Jefery Levy]
  • A. Adam Leff
    Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
  • B. Adam Leff
    Adam Leff is an American television and film writer-producer best known for co-writing the movie "PCU" and working on various comedy projects.
  • C. Alex Levy
    Alex Levy is a prominent fictional television news anchor and co-host at a major morning show, portrayed by Jennifer Aniston in the drama series "The Morning Show."
  • D. Jared Levine
    Jared Levine is a film producer known for his work on the movie "Narc."
  • E. Sam Levy
    Sam Levy is an American cinematographer best known for his frequent collaborations with director Noah Baumbach and his work on acclaimed independent films.
  • 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: Jefery Levy
Triple: [Ghoulies, writer, Jefery Levy]
Generated description
Jefery Levy is a filmmaker and screenwriter best known for his work on the 1985 horror-comedy film "Ghoulies."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jefery Levy
Target entity description: Jefery Levy is a filmmaker and screenwriter best known for his work on the 1985 horror-comedy film "Ghoulies."
  • A. Adam Leff
    Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
  • B. Adam Leff
    Adam Leff is an American television and film writer-producer best known for co-writing the movie "PCU" and working on various comedy projects.
  • C. Alex Levy
    Alex Levy is a prominent fictional television news anchor and co-host at a major morning show, portrayed by Jennifer Aniston in the drama series "The Morning Show."
  • D. Jared Levine
    Jared Levine is a film producer known for his work on the movie "Narc."
  • E. Sam Levy
    Sam Levy is an American cinematographer best known for his frequent collaborations with director Noah Baumbach and his work on acclaimed independent films.
  • 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_69fe968124d481909dd89dd9282788b7 completed May 9, 2026, 2:05 a.m.
NEDg Description generation batch_69fe97c0a3688190a9f55376a1d7ad87 completed May 9, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69fe985cec608190888733cdc5bd71ea completed May 9, 2026, 2:13 a.m.
Created at: April 10, 2026, 1:27 a.m.