Triple

T1987512
Position Surface form Disambiguated ID Type / Status
Subject The Lorax (2012 film) E43174 entity
Predicate screenwriter P2831 FINISHED
Object Ken Daurio
Ken Daurio is an American screenwriter best known for co-writing popular animated films such as Despicable Me, The Lorax, and The Secret Life of Pets.
E235612 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: Ken Daurio | Statement: [The Lorax (2012 film), screenwriter, Ken Daurio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ken Daurio
Context triple: [The Lorax (2012 film), screenwriter, Ken Daurio]
  • A. Michael De Luca
    Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
  • B. Joseph LoDuca
    Joseph LoDuca is an American television and film composer best known for his work on genre series such as Xena: Warrior Princess, Hercules: The Legendary Journeys, and other fantasy and adventure shows.
  • C. Stan Lathan
    Stan Lathan is an American television and film director and producer known for his influential work in comedy and urban-themed programming, including directing numerous specials for comedians like Dave Chappelle.
  • D. Chris Parnell
    Chris Parnell is an American actor and comedian best known for his work on "Saturday Night Live" and roles in series like "30 Rock," "Archer," and "Rick and Morty."
  • E. Matthew Mottola
    Matthew Mottola is the son of music executive Tommy Mottola.
  • 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: Ken Daurio
Triple: [The Lorax (2012 film), screenwriter, Ken Daurio]
Generated description
Ken Daurio is an American screenwriter best known for co-writing popular animated films such as Despicable Me, The Lorax, and The Secret Life of Pets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ken Daurio
Target entity description: Ken Daurio is an American screenwriter best known for co-writing popular animated films such as Despicable Me, The Lorax, and The Secret Life of Pets.
  • A. Michael De Luca
    Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
  • B. Joseph LoDuca
    Joseph LoDuca is an American television and film composer best known for his work on genre series such as Xena: Warrior Princess, Hercules: The Legendary Journeys, and other fantasy and adventure shows.
  • C. Stan Lathan
    Stan Lathan is an American television and film director and producer known for his influential work in comedy and urban-themed programming, including directing numerous specials for comedians like Dave Chappelle.
  • D. Chris Parnell
    Chris Parnell is an American actor and comedian best known for his work on "Saturday Night Live" and roles in series like "30 Rock," "Archer," and "Rick and Morty."
  • E. Matthew Mottola
    Matthew Mottola is the son of music executive Tommy Mottola.
  • 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb840a5708190a9b64564b855fb22 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5179b3348190bfec5530baf4ca86 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae51e8aaa48190919397831d46db23 completed March 9, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae526dd8608190baefb3101884c83f completed March 9, 2026, 4:54 a.m.
Created at: March 4, 2026, 7:37 p.m.