Triple

T9690517
Position Surface form Disambiguated ID Type / Status
Subject The Last of Us Part II E234523 entity
Predicate coDirector P17194 FINISHED
Object Kurt Margenau
Kurt Margenau is a video game director and designer best known for his leadership roles at Naughty Dog on titles such as The Last of Us Part II and the Uncharted series.
E815677 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: Kurt Margenau | Statement: [The Last of Us Part II, coDirector, Kurt Margenau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kurt Margenau
Context triple: [The Last of Us Part II, coDirector, Kurt Margenau]
  • A. George D. Nelson
    George D. Nelson is a former NASA astronaut and physicist who flew on multiple Space Shuttle missions in the 1980s.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Fenton Johnson
    Fenton Johnson was an early 20th-century African American poet and writer whose work anticipated themes of the Harlem Renaissance and contributed significantly to Black literary modernism.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. John L. Burton
    John L. Burton is an American Democratic politician from California who served for decades in both the U.S. Congress and the California State Legislature, including as chair of the California Democratic Party.
  • 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: Kurt Margenau
Triple: [The Last of Us Part II, coDirector, Kurt Margenau]
Generated description
Kurt Margenau is a video game director and designer best known for his leadership roles at Naughty Dog on titles such as The Last of Us Part II and the Uncharted series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kurt Margenau
Target entity description: Kurt Margenau is a video game director and designer best known for his leadership roles at Naughty Dog on titles such as The Last of Us Part II and the Uncharted series.
  • A. George D. Nelson
    George D. Nelson is a former NASA astronaut and physicist who flew on multiple Space Shuttle missions in the 1980s.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Fenton Johnson
    Fenton Johnson was an early 20th-century African American poet and writer whose work anticipated themes of the Harlem Renaissance and contributed significantly to Black literary modernism.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. John L. Burton
    John L. Burton is an American Democratic politician from California who served for decades in both the U.S. Congress and the California State Legislature, including as chair of the California Democratic Party.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d0422e88190a234ba74eb0dad25 completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19118874c81909a97f874b1dc2db8 completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d193a5cdac8190b84564f397d00124 completed April 4, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69d19457c6488190a7bc72e1a27c088a completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:17 p.m.