Triple

T22716417
Position Surface form Disambiguated ID Type / Status
Subject Mom and Dad (2017 film) E561743 entity
Predicate starring P1507 FINISHED
Object Zackary Arthur
Zackary Arthur is an American actor best known for his roles in film and television, including the horror series "Chucky."
E1070170 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: Zackary Arthur | Statement: [Mom and Dad (2017 film), starring, Zackary Arthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zackary Arthur
Context triple: [Mom and Dad (2017 film), starring, Zackary Arthur]
  • A. Zack Arthur
    Zack Arthur is an American actor known for his roles in television series such as "Transparent," "Chucky," and other film and TV projects.
  • B. Zack Arnold
    Zack Arnold is a film and television editor known for his work on various feature films, documentaries, and scripted series.
  • C. Zack Ryan
    Zack Ryan is a composer known for creating the musical score for the film "I Smile Back."
  • D. Zack Villere
    Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
  • E. Zack Bradley
    Zack Bradley is the slacker-turned-ambitious warehouse worker portrayed by Dane Cook in the 2006 comedy film "Employee of the Month."
  • 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: Zackary Arthur
Triple: [Mom and Dad (2017 film), starring, Zackary Arthur]
Generated description
Zackary Arthur is an American actor best known for his roles in film and television, including the horror series "Chucky."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zackary Arthur
Target entity description: Zackary Arthur is an American actor best known for his roles in film and television, including the horror series "Chucky."
  • A. Zack Arthur chosen
    Zack Arthur is an American actor known for his roles in television series such as "Transparent," "Chucky," and other film and TV projects.
  • B. Zack Arnold
    Zack Arnold is a film and television editor known for his work on various feature films, documentaries, and scripted series.
  • C. Zack Ryan
    Zack Ryan is a composer known for creating the musical score for the film "I Smile Back."
  • D. Zack Villere
    Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
  • E. Zack Bradley
    Zack Bradley is the slacker-turned-ambitious warehouse worker portrayed by Dane Cook in the 2006 comedy film "Employee of the Month."
  • F. None of above.

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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1790e14c88190af6acb27910ae9c1 completed April 29, 2026, 3:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7edd69648190af49c198a389798f completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b80627f10819096773bfbc8d8fc76 completed May 18, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0b813421ec8190bdc6e0920ddbf6a5 completed May 18, 2026, 9:14 p.m.
Created at: April 17, 2026, 3:19 p.m.