Triple

T5293926
Position Surface form Disambiguated ID Type / Status
Subject Blade Runner 2049 E119808 entity
Predicate mainCharacter P1183 FINISHED
Object Luv
Luv is a ruthless and highly skilled replicant enforcer who serves as Niander Wallace’s coldly efficient right hand in Blade Runner 2049.
 E508127 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: Luv | Statement: [Blade Runner 2049, mainCharacter, Luv]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luv
Context triple: [Blade Runner 2049, mainCharacter, Luv]
  • A. LUV
    LUV is the stock ticker symbol for Southwest Airlines, a major U.S. low-cost airline known for its extensive domestic route network and no-frills service model.
  • B. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • C. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • D. Lovin U
    "Lovin U" is a song by Alicia Keys featured on her debut studio album, *Songs in A Minor*.
  • E. L.O.V.E.
    L.O.V.E. is a famous sculpture by Italian artist Maurizio Cattelan, depicting a giant hand with all fingers severed except the middle one, installed in Milan’s Piazza Affari.
  • 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: Luv
Triple: [Blade Runner 2049, mainCharacter, Luv]
Generated description
Luv is a ruthless and highly skilled replicant enforcer who serves as Niander Wallace’s coldly efficient right hand in Blade Runner 2049.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luv
Target entity description: Luv is a ruthless and highly skilled replicant enforcer who serves as Niander Wallace’s coldly efficient right hand in Blade Runner 2049.
  • A. LUV
    LUV is the stock ticker symbol for Southwest Airlines, a major U.S. low-cost airline known for its extensive domestic route network and no-frills service model.
  • B. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • C. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • D. Lovin U
    "Lovin U" is a song by Alicia Keys featured on her debut studio album, *Songs in A Minor*.
  • E. L.O.V.E.
    L.O.V.E. is a famous sculpture by Italian artist Maurizio Cattelan, depicting a giant hand with all fingers severed except the middle one, installed in Milan’s Piazza Affari.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84f034f081908027a43120b6e122 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f74a608190bdd52c75777dba5d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf090aa7c88190a66694cec6d6a370 completed March 21, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69bf09d3b8148190b79bdf3cb77000b4 completed March 21, 2026, 9:12 p.m.
Created at: March 20, 2026, 1:52 p.m.