Triple

T2432859
Position Surface form Disambiguated ID Type / Status
Subject Xbox Game Studios E52885 entity
Predicate publishes P80 FINISHED
Object Perfect Dark series
The Perfect Dark series is a sci-fi first-person shooter franchise centered on secret agent Joanna Dark, known for its stealth-action gameplay and influential entries on Nintendo and Xbox platforms.
E266285 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: Perfect Dark series | Statement: [Xbox Game Studios, publishes, Perfect Dark series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perfect Dark series
Context triple: [Xbox Game Studios, publishes, Perfect Dark series]
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Night Stalkers
    Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
  • C. Shadowman
    "Shadowman" is a film featuring actress Josephine Chaplin, known as part of her body of work in European cinema.
  • D. Strife
    Strife is a 1909 stage play by John Galsworthy that portrays a bitter industrial conflict between capital and labor, highlighting the human cost of class struggle.
  • E. the Dark
    The Dark was a sobriquet for the ancient Greek philosopher Heraclitus, reflecting his notoriously obscure and enigmatic style of thought and writing.
  • 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: Perfect Dark series
Triple: [Xbox Game Studios, publishes, Perfect Dark series]
Generated description
The Perfect Dark series is a sci-fi first-person shooter franchise centered on secret agent Joanna Dark, known for its stealth-action gameplay and influential entries on Nintendo and Xbox platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perfect Dark series
Target entity description: The Perfect Dark series is a sci-fi first-person shooter franchise centered on secret agent Joanna Dark, known for its stealth-action gameplay and influential entries on Nintendo and Xbox platforms.
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Night Stalkers
    Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
  • C. Shadowman
    "Shadowman" is a film featuring actress Josephine Chaplin, known as part of her body of work in European cinema.
  • D. Strife
    Strife is a 1909 stage play by John Galsworthy that portrays a bitter industrial conflict between capital and labor, highlighting the human cost of class struggle.
  • E. the Dark
    The Dark was a sobriquet for the ancient Greek philosopher Heraclitus, reflecting his notoriously obscure and enigmatic style of thought and writing.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c915e881908d97ae4ccc83ab53 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6b71c481908a5ff20edb09de14 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec57c0520819080e843fc57b9cef5 completed March 9, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69aec84d2dcc8190897481981d976fba completed March 9, 2026, 1:17 p.m.
Created at: March 6, 2026, 9:43 p.m.