Triple

T20573693
Position Surface form Disambiguated ID Type / Status
Subject Hitman 2 (2018) E505160 entity
Predicate developer P73 FINISHED
Object IO Interactive
IO Interactive is a Danish video game developer best known for creating the stealth-action Hitman series starring Agent 47.
E1438784 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: IO Interactive | Statement: [Hitman 2 (2018), developer, IO Interactive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IO Interactive
Context triple: [Hitman 2 (2018), developer, IO Interactive]
  • A. Sledgehammer Games
    Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
  • B. Paradox Studios
    Paradox Studios is a film production company known for producing the 2018 movie "Welcome Home."
  • C. Remedy Entertainment
    Remedy Entertainment is a Finnish video game developer best known for story-driven action titles such as Max Payne, Alan Wake, and Control.
  • D. Ensemble Studios
    Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
  • E. Avalon Studios
    Avalon Studios is a prominent New Zealand film and television production facility known for its soundstages and post-production services.
  • 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: IO Interactive
Triple: [Hitman 2 (2018), developer, IO Interactive]
Generated description
IO Interactive is a Danish video game developer best known for creating the stealth-action Hitman series starring Agent 47.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IO Interactive
Target entity description: IO Interactive is a Danish video game developer best known for creating the stealth-action Hitman series starring Agent 47.
  • A. Sledgehammer Games
    Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
  • B. Paradox Studios
    Paradox Studios is a film production company known for producing the 2018 movie "Welcome Home."
  • C. Remedy Entertainment
    Remedy Entertainment is a Finnish video game developer best known for story-driven action titles such as Max Payne, Alan Wake, and Control.
  • D. Ensemble Studios
    Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
  • E. Avalon Studios
    Avalon Studios is a prominent New Zealand film and television production facility known for its soundstages and post-production services.
  • 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_69e0b4b721588190993ac7b0a9be2736 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a9087af88190a4610ecb29f637ca completed April 20, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08ace6329c81909a96ee9fbaa69ce9 completed May 16, 2026, 5:44 p.m.
NEDg Description generation batch_6a08ae7ed45881909b94f034e7db8c9d completed May 16, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08aefec80c8190b2ffc172dd6c3e42 completed May 16, 2026, 5:53 p.m.
Created at: April 16, 2026, 11:39 a.m.