Triple

T8960117
Position Surface form Disambiguated ID Type / Status
Subject Logan Marshall-Green E213979 entity
Predicate notableWork P4 FINISHED
Object Upgrade
Upgrade is a 2018 science fiction action film in which Logan Marshall-Green plays a paralyzed man who becomes host to an experimental AI implant that grants him extraordinary physical abilities.
 E770344 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 | Statement: [Logan Marshall-Green, notableWork, Upgrade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Upgrade
Context triple: [Logan Marshall-Green, notableWork, Upgrade]
  • A. Upgrade
    Upgrade is a bio-mechanical alien from the Ben 10 franchise with the ability to merge with and technologically enhance machines.
  • B. Upgrade U
    "Upgrade U" is a 2006 hip-hop/R&B song by Beyoncé featuring Jay-Z, known for its luxurious themes and Swizz Beatz's distinctive production.
  • C. New and Improved
    "New and Improved" is a 1974 soul and R&B album by The Spinners that showcases the group’s smooth vocal harmonies and classic Philadelphia soul production.
  • D. UPG
    UPG is the IATA airport code for Sultan Hasanuddin International Airport serving Makassar in South Sulawesi, Indonesia.
  • E. ML Update
    ML Update is a political periodical associated with the Communist Party of India (Marxist–Leninist) Liberation that covers leftist analysis, party positions, and current affairs.
  • 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
Triple: [Logan Marshall-Green, notableWork, Upgrade]
Generated description
Upgrade is a 2018 science fiction action film in which Logan Marshall-Green plays a paralyzed man who becomes host to an experimental AI implant that grants him extraordinary physical abilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Upgrade
Target entity description: Upgrade is a 2018 science fiction action film in which Logan Marshall-Green plays a paralyzed man who becomes host to an experimental AI implant that grants him extraordinary physical abilities.
  • A. Upgrade
    Upgrade is a bio-mechanical alien from the Ben 10 franchise with the ability to merge with and technologically enhance machines.
  • B. Upgrade U
    "Upgrade U" is a 2006 hip-hop/R&B song by Beyoncé featuring Jay-Z, known for its luxurious themes and Swizz Beatz's distinctive production.
  • C. New and Improved
    "New and Improved" is a 1974 soul and R&B album by The Spinners that showcases the group’s smooth vocal harmonies and classic Philadelphia soul production.
  • D. UPG
    UPG is the IATA airport code for Sultan Hasanuddin International Airport serving Makassar in South Sulawesi, Indonesia.
  • E. ML Update
    ML Update is a political periodical associated with the Communist Party of India (Marxist–Leninist) Liberation that covers leftist analysis, party positions, and current affairs.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6746fbf88190aba658b4b9c2e4b0 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc94ab868819080ff3fc7532a3874 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfcd33936c8190bcbb0861e330b895 completed April 3, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69cfcdd61ff8819097ca9662aa42cb4a completed April 3, 2026, 2:25 p.m.
Created at: March 30, 2026, 7 p.m.