Triple

T3146396
Position Surface form Disambiguated ID Type / Status
Subject Take-Two Interactive E65773 entity
Predicate notableWork P4 FINISHED
Object BioShock franchise
The BioShock franchise is a critically acclaimed series of narrative-driven first-person shooter video games known for their immersive worlds, philosophical themes, and atmospheric storytelling.
 E331668 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: BioShock franchise | Statement: [Take-Two Interactive, notableWork, BioShock franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BioShock franchise
Context triple: [Take-Two Interactive, notableWork, BioShock franchise]
  • A. Rapture
    Rapture is a play by British dramatist Lucy Kirkwood that explores contemporary social and political anxieties through darkly comic, character-driven drama.
  • B. Half-Life franchise
    The Half-Life franchise is a critically acclaimed series of science fiction first-person shooter games by Valve, known for its immersive storytelling, innovative gameplay, and influential impact on the video game industry.
  • C. Dishonored
    Dishonored is a stealth-action video game set in a dark, steampunk-inspired world where players use supernatural abilities and gadgets to navigate branching, choice-driven missions.
  • D. The Evil Within
    The Evil Within is a survival horror video game directed by Shinji Mikami that follows detective Sebastian Castellanos as he confronts grotesque creatures and psychological terrors within a nightmarish, shifting reality.
  • E. Brotherhood of Steel
    The Brotherhood of Steel is a powerful, quasi-religious techno-military order in the Fallout universe, obsessed with preserving and controlling advanced pre-war technology.
  • 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: BioShock franchise
Triple: [Take-Two Interactive, notableWork, BioShock franchise]
Generated description
The BioShock franchise is a critically acclaimed series of narrative-driven first-person shooter video games known for their immersive worlds, philosophical themes, and atmospheric storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BioShock franchise
Target entity description: The BioShock franchise is a critically acclaimed series of narrative-driven first-person shooter video games known for their immersive worlds, philosophical themes, and atmospheric storytelling.
  • A. Rapture
    Rapture is a play by British dramatist Lucy Kirkwood that explores contemporary social and political anxieties through darkly comic, character-driven drama.
  • B. Half-Life franchise
    The Half-Life franchise is a critically acclaimed series of science fiction first-person shooter games by Valve, known for its immersive storytelling, innovative gameplay, and influential impact on the video game industry.
  • C. Dishonored
    Dishonored is a stealth-action video game set in a dark, steampunk-inspired world where players use supernatural abilities and gadgets to navigate branching, choice-driven missions.
  • D. The Evil Within
    The Evil Within is a survival horror video game directed by Shinji Mikami that follows detective Sebastian Castellanos as he confronts grotesque creatures and psychological terrors within a nightmarish, shifting reality.
  • E. Brotherhood of Steel
    The Brotherhood of Steel is a powerful, quasi-religious techno-military order in the Fallout universe, obsessed with preserving and controlling advanced pre-war technology.
  • 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_69ad8582f564819088c27e1f96153938 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada598ccf08190b8817c456f38f2d7 completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224f18e80819083be53c556d56947 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b2271961048190906b6fa25e4b560c completed March 12, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69b227becba08190b5e4b3dae277ce51 completed March 12, 2026, 2:41 a.m.
Created at: March 8, 2026, 3:05 p.m.