Triple

T8155761
Position Surface form Disambiguated ID Type / Status
Subject Two Weeks Notice E190445 entity
Predicate castMember P1668 FINISHED
Object Jeffrey Abrams
Jeffrey Abrams is an actor known for his supporting role in the romantic comedy film "Two Weeks Notice."
E733359 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: Jeffrey Abrams | Statement: [Two Weeks Notice, castMember, Jeffrey Abrams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeffrey Abrams
Context triple: [Two Weeks Notice, castMember, Jeffrey Abrams]
  • A. Douglas Abrams
    Douglas Abrams is an American author, editor, and literary agent best known for co-authoring spiritually focused, conversational books with prominent religious leaders such as the Dalai Lama and Desmond Tutu.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Jeffrey Reiner
    Jeffrey Reiner is an American television director, producer, and writer known for his work on series such as Friday Night Lights and The Affair.
  • D. Ben D. Waisbren
    Ben D. Waisbren is a film producer known for financing and producing major studio and independent movies.
  • E. Jason Michael Berman
    Jason Michael Berman is a film producer known for his work on notable independent and studio projects, including the 2023 sports drama "Air."
  • 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: Jeffrey Abrams
Triple: [Two Weeks Notice, castMember, Jeffrey Abrams]
Generated description
Jeffrey Abrams is an actor known for his supporting role in the romantic comedy film "Two Weeks Notice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeffrey Abrams
Target entity description: Jeffrey Abrams is an actor known for his supporting role in the romantic comedy film "Two Weeks Notice."
  • A. Douglas Abrams
    Douglas Abrams is an American author, editor, and literary agent best known for co-authoring spiritually focused, conversational books with prominent religious leaders such as the Dalai Lama and Desmond Tutu.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Jeffrey Reiner
    Jeffrey Reiner is an American television director, producer, and writer known for his work on series such as Friday Night Lights and The Affair.
  • D. Ben D. Waisbren
    Ben D. Waisbren is a film producer known for financing and producing major studio and independent movies.
  • E. Jason Michael Berman
    Jason Michael Berman is a film producer known for his work on notable independent and studio projects, including the 2023 sports drama "Air."
  • 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_69ca82bfeb6481909d07b91b5cf69f59 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb44d725b88190b77dc7537c1fa95d completed March 31, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1ca798b4819091486dae736bd28a completed April 2, 2026, 7:37 a.m.
NEDg Description generation batch_69ce1ef3bf6c8190a9f2468544863580 completed April 2, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce1fe99a94819096b89e830341d32e completed April 2, 2026, 7:51 a.m.
Created at: March 30, 2026, 5:37 p.m.