Triple

T3068127
Position Surface form Disambiguated ID Type / Status
Subject A Teacher (miniseries) E62154 entity
Predicate starring P1507 FINISHED
Object Ashley Zukerman
Ashley Zukerman is an Australian-American actor known for his roles in television series such as "A Teacher," "Succession," and the "Fear Street" film trilogy.
E327877 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: Ashley Zukerman | Statement: [A Teacher (miniseries), starring, Ashley Zukerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashley Zukerman
Context triple: [A Teacher (miniseries), starring, Ashley Zukerman]
  • A. Adam Kimmel
    Adam Kimmel is an American cinematographer known for his work on acclaimed films such as "Capote," "Lars and the Real Girl," and "Never Let Me Go."
  • B. Daniel Kraus
    Daniel Kraus is an American author and screenwriter known for his dark fantasy and horror works, including collaborations with Guillermo del Toro such as the novelization of The Shape of Water and the source material for Trollhunters: Tales of Arcadia.
  • C. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • D. Johnathon Schaech
    Johnathon Schaech is an American actor best known for his leading role as the charismatic frontman Jimmy Mattingly in the 1996 musical comedy film "That Thing You Do!".
  • E. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • 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: Ashley Zukerman
Triple: [A Teacher (miniseries), starring, Ashley Zukerman]
Generated description
Ashley Zukerman is an Australian-American actor known for his roles in television series such as "A Teacher," "Succession," and the "Fear Street" film trilogy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashley Zukerman
Target entity description: Ashley Zukerman is an Australian-American actor known for his roles in television series such as "A Teacher," "Succession," and the "Fear Street" film trilogy.
  • A. Adam Kimmel
    Adam Kimmel is an American cinematographer known for his work on acclaimed films such as "Capote," "Lars and the Real Girl," and "Never Let Me Go."
  • B. Daniel Kraus
    Daniel Kraus is an American author and screenwriter known for his dark fantasy and horror works, including collaborations with Guillermo del Toro such as the novelization of The Shape of Water and the source material for Trollhunters: Tales of Arcadia.
  • C. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • D. Johnathon Schaech
    Johnathon Schaech is an American actor best known for his leading role as the charismatic frontman Jimmy Mattingly in the 1996 musical comedy film "That Thing You Do!".
  • E. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fea06881909e5251eea26599ac completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20354031c819081a0852fe7e181ab completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b2044299f48190810c0fe228f6a22e completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b204e32cb88190a0901918f62d41d2 completed March 12, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:02 p.m.