Triple

T9131475
Position Surface form Disambiguated ID Type / Status
Subject Danny Bilson E219096 entity
Predicate notableWork P4 FINISHED
Object Trancers
Trancers is a 1984 science fiction cult film blending time travel, noir detective elements, and low-budget action, directed by Charles Band and co-written by Danny Bilson.
E780415 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: Trancers | Statement: [Danny Bilson, notableWork, Trancers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trancers
Context triple: [Danny Bilson, notableWork, Trancers]
  • A. Ghostrider
    Ghostrider is the nickname for a heavily armed variant of the U.S. Air Force AC-130 gunship used for close air support, air interdiction, and armed reconnaissance.
  • B. MabThera
    MabThera is Roche’s brand name for rituximab, a monoclonal antibody used primarily to treat certain types of blood cancers and autoimmune diseases.
  • C. Zentropa
    Zentropa is a Danish film production company co-founded by director Lars von Trier, known for producing numerous acclaimed and often provocative European art-house films.
  • D. Tronzilla
    Tronzilla is a music producer best known for crafting hard-hitting, high-energy tracks in the electronic and hip-hop scenes.
  • E. The Frighteners
    The Frighteners is a 1996 horror-comedy film directed by Peter Jackson that blends supernatural thrills with dark humor as it follows a psychic con artist who must confront real malevolent spirits.
  • 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: Trancers
Triple: [Danny Bilson, notableWork, Trancers]
Generated description
Trancers is a 1984 science fiction cult film blending time travel, noir detective elements, and low-budget action, directed by Charles Band and co-written by Danny Bilson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trancers
Target entity description: Trancers is a 1984 science fiction cult film blending time travel, noir detective elements, and low-budget action, directed by Charles Band and co-written by Danny Bilson.
  • A. Ghostrider
    Ghostrider is the nickname for a heavily armed variant of the U.S. Air Force AC-130 gunship used for close air support, air interdiction, and armed reconnaissance.
  • B. MabThera
    MabThera is Roche’s brand name for rituximab, a monoclonal antibody used primarily to treat certain types of blood cancers and autoimmune diseases.
  • C. Zentropa
    Zentropa is a Danish film production company co-founded by director Lars von Trier, known for producing numerous acclaimed and often provocative European art-house films.
  • D. Tronzilla
    Tronzilla is a music producer best known for crafting hard-hitting, high-energy tracks in the electronic and hip-hop scenes.
  • E. The Frighteners
    The Frighteners is a 1996 horror-comedy film directed by Peter Jackson that blends supernatural thrills with dark humor as it follows a psychic con artist who must confront real malevolent spirits.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8ceea6c81909f368f12dac1649c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047cf8f408190bfffadb803cb4513 completed April 3, 2026, 11:05 p.m.
NEDg Description generation batch_69d0497cee888190aa44e89b1fc04dd6 completed April 3, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69d049ced7ac8190b1ec46a1e3348e37 completed April 3, 2026, 11:14 p.m.
Created at: March 30, 2026, 7:18 p.m.