Triple

T2461610
Position Surface form Disambiguated ID Type / Status
Subject Paper Towns E54545 entity
Predicate leadActor P1507 FINISHED
Object Nat Wolff
Nat Wolff is an American actor and musician best known for his roles in young adult film adaptations and his early work on the Nickelodeon series "The Naked Brothers Band."
 E269519 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: Nat Wolff | Statement: [Paper Towns, leadActor, Nat Wolff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nat Wolff
Context triple: [Paper Towns, leadActor, Nat Wolff]
  • A. Kellan Lutz
    Kellan Lutz is an American actor and model best known for playing the vampire Emmett Cullen in the Twilight film series.
  • B. Nick Stahl
    Nick Stahl is an American actor known for his roles in films such as "Terminator 3: Rise of the Machines," "In the Bedroom," and "Sin City."
  • C. Caleb McLaughlin
    Caleb McLaughlin is an American actor best known for playing Lucas Sinclair in the Netflix science-fiction horror series "Stranger Things."
  • D. Tony Revolori
    Tony Revolori is an American actor best known for his breakout role as Zero Moustafa in Wes Anderson’s film "The Grand Budapest Hotel" and for playing Flash Thompson in the Marvel Cinematic Universe Spider-Man films.
  • E. Zac Efron
    Zac Efron is an American actor and singer who rose to fame with Disney’s "High School Musical" series and has since starred in a variety of film and television roles.
  • 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: Nat Wolff
Triple: [Paper Towns, leadActor, Nat Wolff]
Generated description
Nat Wolff is an American actor and musician best known for his roles in young adult film adaptations and his early work on the Nickelodeon series "The Naked Brothers Band."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nat Wolff
Target entity description: Nat Wolff is an American actor and musician best known for his roles in young adult film adaptations and his early work on the Nickelodeon series "The Naked Brothers Band."
  • A. Kellan Lutz
    Kellan Lutz is an American actor and model best known for playing the vampire Emmett Cullen in the Twilight film series.
  • B. Nick Stahl
    Nick Stahl is an American actor known for his roles in films such as "Terminator 3: Rise of the Machines," "In the Bedroom," and "Sin City."
  • C. Caleb McLaughlin
    Caleb McLaughlin is an American actor best known for playing Lucas Sinclair in the Netflix science-fiction horror series "Stranger Things."
  • D. Tony Revolori
    Tony Revolori is an American actor best known for his breakout role as Zero Moustafa in Wes Anderson’s film "The Grand Budapest Hotel" and for playing Flash Thompson in the Marvel Cinematic Universe Spider-Man films.
  • E. Zac Efron
    Zac Efron is an American actor and singer who rose to fame with Disney’s "High School Musical" series and has since starred in a variety of film and television roles.
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd11c47408190b10c7f6a151f2db2 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69af179665d081909f9a761fa50c44e7 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af185baf5c8190b8aa3dc672f2e1be completed March 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69af18d8ab0881908ecd027080f96e0e completed March 9, 2026, 7 p.m.
Created at: March 6, 2026, 9:44 p.m.