Triple

T15751963
Position Surface form Disambiguated ID Type / Status
Subject Tower Heist E381867 entity
Predicate mainCharacter P1183 FINISHED
Object Josh Kovaks
Josh Kovaks is the diligent building manager who leads a group of employees in a daring robbery against a corrupt billionaire in the comedy heist film "Tower Heist."
E1175783 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: Josh Kovaks | Statement: [Tower Heist, mainCharacter, Josh Kovaks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josh Kovaks
Context triple: [Tower Heist, mainCharacter, Josh Kovaks]
  • A. Jordan Vogt-Roberts
    Jordan Vogt-Roberts is an American film director best known for helming the 2017 blockbuster monster movie "Kong: Skull Island."
  • B. Nicholas Stoller
    Nicholas Stoller is a British-American filmmaker and screenwriter best known for directing and writing popular comedy films such as Forgetting Sarah Marshall and Neighbors.
  • C. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • D. David Kaufman
    David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
  • E. Max Landis
    Max Landis is an American screenwriter and filmmaker known for writing the film "Chronicle" and creating the television adaptation of "Dirk Gently's Holistic Detective Agency."
  • 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: Josh Kovaks
Triple: [Tower Heist, mainCharacter, Josh Kovaks]
Generated description
Josh Kovaks is the diligent building manager who leads a group of employees in a daring robbery against a corrupt billionaire in the comedy heist film "Tower Heist."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josh Kovaks
Target entity description: Josh Kovaks is the diligent building manager who leads a group of employees in a daring robbery against a corrupt billionaire in the comedy heist film "Tower Heist."
  • A. Jordan Vogt-Roberts
    Jordan Vogt-Roberts is an American film director best known for helming the 2017 blockbuster monster movie "Kong: Skull Island."
  • B. Nicholas Stoller
    Nicholas Stoller is a British-American filmmaker and screenwriter best known for directing and writing popular comedy films such as Forgetting Sarah Marshall and Neighbors.
  • C. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • D. David Kaufman
    David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
  • E. Max Landis
    Max Landis is an American screenwriter and filmmaker known for writing the film "Chronicle" and creating the television adaptation of "Dirk Gently's Holistic Detective Agency."
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05030e31081908c307a8dc7067db4 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff876f005c8190913dec49b839b9f9 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff8b5fb4708190ab83653817f7b44e completed May 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff8c1cc6a081908d09e73b5d219b05 completed May 9, 2026, 7:33 p.m.
Created at: April 10, 2026, 4:47 a.m.