Triple

T3568881
Position Surface form Disambiguated ID Type / Status
Subject Frank Langella E75519 entity
Predicate notableWork P4 FINISHED
Object Robot & Frank
Robot & Frank is a 2012 science-fiction comedy-drama film about an aging ex-jewel thief who forms an unlikely bond with a domestic robot programmed to help him.
 E369893 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: Robot & Frank | Statement: [Frank Langella, notableWork, Robot & Frank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robot & Frank
Context triple: [Frank Langella, notableWork, Robot & Frank]
  • A. Baby Driver
    Baby Driver is a stylish 2017 action-crime film directed by Edgar Wright that follows a young getaway driver who choreographs his heists to a meticulously curated soundtrack.
  • B. The Nice Guys
    The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
  • C. The Mechanic
    The Mechanic is a 1972 action thriller film starring Charles Bronson as a professional hitman who takes on an ambitious apprentice.
  • D. Scent of a Woman
    Scent of a Woman is a 1992 drama film in which Al Pacino delivers an Oscar-winning performance as a blind, irascible former Army officer.
  • E. Ride Along
    Ride Along is a 2014 action-comedy film starring Kevin Hart and Ice Cube, following a fast-talking security guard who joins his tough future brother-in-law, a cop, on a chaotic ride-along to prove himself.
  • 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: Robot & Frank
Triple: [Frank Langella, notableWork, Robot & Frank]
Generated description
Robot & Frank is a 2012 science-fiction comedy-drama film about an aging ex-jewel thief who forms an unlikely bond with a domestic robot programmed to help him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robot & Frank
Target entity description: Robot & Frank is a 2012 science-fiction comedy-drama film about an aging ex-jewel thief who forms an unlikely bond with a domestic robot programmed to help him.
  • A. Baby Driver
    Baby Driver is a stylish 2017 action-crime film directed by Edgar Wright that follows a young getaway driver who choreographs his heists to a meticulously curated soundtrack.
  • B. The Nice Guys
    The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
  • C. The Mechanic
    The Mechanic is a 1972 action thriller film starring Charles Bronson as a professional hitman who takes on an ambitious apprentice.
  • D. Scent of a Woman
    Scent of a Woman is a 1992 drama film in which Al Pacino delivers an Oscar-winning performance as a blind, irascible former Army officer.
  • E. Ride Along
    Ride Along is a 2014 action-comedy film starring Kevin Hart and Ice Cube, following a fast-talking security guard who joins his tough future brother-in-law, a cop, on a chaotic ride-along to prove himself.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0c083ac8190a71cd9ede2114cac completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbb3383c8190b14845a7de162502 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bc62e1b481908310d7af56fb4889 completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5b2fdcc8190842d2d7bd09c65c4 completed March 13, 2026, 11:32 a.m.
Created at: March 8, 2026, 3:21 p.m.