Triple

T11328601
Position Surface form Disambiguated ID Type / Status
Subject Blumhouse Productions E268285 entity
Predicate associatedWith P37 FINISHED
Object Upgrade (2018 film)
Upgrade (2018 film) is a sci-fi action thriller about a paralyzed man who is implanted with an experimental AI chip that gives him enhanced physical abilities and drives a violent quest for revenge.
E919402 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: Upgrade (2018 film) | Statement: [Blumhouse Productions, associatedWith, Upgrade (2018 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upgrade (2018 film)
Context triple: [Blumhouse Productions, associatedWith, Upgrade (2018 film)]
  • A. The Upside
    The Upside is a 2017 American comedy-drama film, a remake of the French hit "The Intouchables," starring Kevin Hart and Bryan Cranston and directed by Neil Burger.
  • B. Up (franchise)
    Up (franchise) is a Pixar animated film series centered on the adventures and emotional journeys of elderly widower Carl Fredricksen, young Wilderness Explorer Russell, and their talking dog companion Dug.
  • C. Up & Up
    Up & Up is Target Corporation’s private-label brand offering a wide range of everyday household, personal care, and essential consumer products at value prices.
  • D. Uplifter
    Uplifter is a creative work, likely a music album or song, recognized as a notable release by the artist or group associated with it.
  • E. The Rise
    "The Rise" is a song featured on the album "Back to Scratch" by Welsh singer-songwriter Charlotte Church.
  • 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: Upgrade (2018 film)
Triple: [Blumhouse Productions, associatedWith, Upgrade (2018 film)]
Generated description
Upgrade (2018 film) is a sci-fi action thriller about a paralyzed man who is implanted with an experimental AI chip that gives him enhanced physical abilities and drives a violent quest for revenge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upgrade (2018 film)
Target entity description: Upgrade (2018 film) is a sci-fi action thriller about a paralyzed man who is implanted with an experimental AI chip that gives him enhanced physical abilities and drives a violent quest for revenge.
  • A. The Upside
    The Upside is a 2017 American comedy-drama film, a remake of the French hit "The Intouchables," starring Kevin Hart and Bryan Cranston and directed by Neil Burger.
  • B. Up (franchise)
    Up (franchise) is a Pixar animated film series centered on the adventures and emotional journeys of elderly widower Carl Fredricksen, young Wilderness Explorer Russell, and their talking dog companion Dug.
  • C. Up & Up
    Up & Up is Target Corporation’s private-label brand offering a wide range of everyday household, personal care, and essential consumer products at value prices.
  • D. Uplifter
    Uplifter is a creative work, likely a music album or song, recognized as a notable release by the artist or group associated with it.
  • E. The Rise
    "The Rise" is a song featured on the album "Back to Scratch" by Welsh singer-songwriter Charlotte Church.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9e330008190b75490efde01dc59 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5261770ac8190b8fc7e2099aa8ace completed April 19, 2026, 6:59 p.m.
NEDg Description generation batch_69e52c83768c819086ebfd870ad81998 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531c2a4b88190bb1efd57536bae9a completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.