Triple

T8385398
Position Surface form Disambiguated ID Type / Status
Subject Neill Blomkamp E197805 entity
Predicate notableWork P4 FINISHED
Object Demonic
Demonic is a 2021 science fiction horror film written and directed by Neill Blomkamp that blends supernatural possession with experimental virtual reality technology.
 E730017 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: Demonic | Statement: [Neill Blomkamp, notableWork, Demonic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demonic
Context triple: [Neill Blomkamp, notableWork, Demonic]
  • A. Demons
    "Demons" is a track by British electronic musician Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • B. Demons
    "Demons" is a drill-rap track by Fivio Foreign that helped establish his presence in the New York drill scene with its dark production and aggressive delivery.
  • C. Demons
    The Demons are the nickname of the Melbourne Football Club, one of the oldest and most storied teams in Australian rules football.
  • D. Demons
    "Demons" is a popular, introspective pop-rock song by Imagine Dragons that explores inner struggles and personal darkness.
  • E. Demons
    Demons is a political and psychological novel by Fyodor Dostoevsky that explores radicalism, moral chaos, and the destructive consequences of nihilist ideology in 19th-century Russia.
  • 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: Demonic
Triple: [Neill Blomkamp, notableWork, Demonic]
Generated description
Demonic is a 2021 science fiction horror film written and directed by Neill Blomkamp that blends supernatural possession with experimental virtual reality technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demonic
Target entity description: Demonic is a 2021 science fiction horror film written and directed by Neill Blomkamp that blends supernatural possession with experimental virtual reality technology.
  • A. Demons
    "Demons" is a track by British electronic musician Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • B. Demons
    Demons is a political and psychological novel by Fyodor Dostoevsky that explores radicalism, moral chaos, and the destructive consequences of nihilist ideology in 19th-century Russia.
  • C. Demons
    The Demons are the nickname of the Melbourne Football Club, one of the oldest and most storied teams in Australian rules football.
  • D. Demons
    "Demons" is a drill-rap track by Fivio Foreign that helped establish his presence in the New York drill scene with its dark production and aggressive delivery.
  • E. Demons
    "Demons" is a popular, introspective pop-rock song by Imagine Dragons that explores inner struggles and personal darkness.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80e03eb08190a458c9caa0524e0f completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde8312be48190bd5896adc8bb4e95 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:02 p.m.