Triple

T10261170
Position Surface form Disambiguated ID Type / Status
Subject Naughty Dog E240599 entity
Predicate developed P73 FINISHED
Object The Last of Us: Left Behind
The Last of Us: Left Behind is a story-driven action-adventure DLC that serves as a prequel and companion to The Last of Us, focusing on Ellie’s relationship with her friend Riley in a post-apocalyptic world.
 E863573 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: The Last of Us: Left Behind | Statement: [Naughty Dog, developed, The Last of Us: Left Behind]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Last of Us: Left Behind
Context triple: [Naughty Dog, developed, The Last of Us: Left Behind]
  • A. The Last of Us Part I
    The Last of Us Part I is a ground-up remake of the acclaimed post-apocalyptic action-adventure game The Last of Us, featuring enhanced graphics, refined gameplay, and expanded accessibility options for modern platforms.
  • B. The Last of Us Remastered
    The Last of Us Remastered is an enhanced PlayStation edition of the acclaimed post-apocalyptic action-adventure game, featuring improved graphics, performance, and all previously released downloadable content.
  • C. The Last of Us Part II
    The Last of Us Part II is a critically acclaimed, narrative-driven action-adventure game by Naughty Dog that continues Ellie and Joel’s story in a brutal, post-apocalyptic world.
  • D. The Last of Us
    The Last of Us is a critically acclaimed HBO post-apocalyptic drama series adapted from the popular video game, following survivors navigating a world ravaged by a deadly fungal outbreak.
  • E. Death Stranding
    Death Stranding is a genre-blending action game directed by Hideo Kojima, set in a post-apocalyptic United States where players reconnect isolated cities through perilous deliveries and encounters with supernatural phenomena.
  • 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: The Last of Us: Left Behind
Triple: [Naughty Dog, developed, The Last of Us: Left Behind]
Generated description
The Last of Us: Left Behind is a story-driven action-adventure DLC that serves as a prequel and companion to The Last of Us, focusing on Ellie’s relationship with her friend Riley in a post-apocalyptic world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Last of Us: Left Behind
Target entity description: The Last of Us: Left Behind is a story-driven action-adventure DLC that serves as a prequel and companion to The Last of Us, focusing on Ellie’s relationship with her friend Riley in a post-apocalyptic world.
  • A. The Last of Us Part I
    The Last of Us Part I is a ground-up remake of the acclaimed post-apocalyptic action-adventure game The Last of Us, featuring enhanced graphics, refined gameplay, and expanded accessibility options for modern platforms.
  • B. The Last of Us Remastered
    The Last of Us Remastered is an enhanced PlayStation edition of the acclaimed post-apocalyptic action-adventure game, featuring improved graphics, performance, and all previously released downloadable content.
  • C. The Last of Us Part II
    The Last of Us Part II is a critically acclaimed, narrative-driven action-adventure game by Naughty Dog that continues Ellie and Joel’s story in a brutal, post-apocalyptic world.
  • D. The Last of Us
    The Last of Us is a critically acclaimed HBO post-apocalyptic drama series adapted from the popular video game, following survivors navigating a world ravaged by a deadly fungal outbreak.
  • E. Death Stranding
    Death Stranding is a genre-blending action game directed by Hideo Kojima, set in a post-apocalyptic United States where players reconnect isolated cities through perilous deliveries and encounters with supernatural phenomena.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25c8dec8190af9160d9338ffc9c completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d87e33a0088190b1cad6ada8beb345 completed April 10, 2026, 4:36 a.m.
NEDg Description generation batch_69d886c325c4819089dac35eb26e7961 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dbbe97c8190861e08f3ff39f91b completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, 11:32 a.m.