Triple

T8154022
Position Surface form Disambiguated ID Type / Status
Subject Jack Malik E190399 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Debra Hammer
Debra Hammer is a character in the film "Yesterday," serving as Jack Malik’s assertive and opportunistic music manager.
E722558 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: Debra Hammer | Statement: [Jack Malik, associatedWithCharacter, Debra Hammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debra Hammer
Context triple: [Jack Malik, associatedWithCharacter, Debra Hammer]
  • A. Debra Hammer
    Debra Hammer is the protagonist of the 1981 American comedy film "Yesterday."
  • B. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • C. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • D. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • E. Tammy Diffendorf
    Tammy Diffendorf is a recurring character on the animated sitcom "Mom," known for her quirky, often chaotic presence in the lives of the main characters.
  • 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: Debra Hammer
Triple: [Jack Malik, associatedWithCharacter, Debra Hammer]
Generated description
Debra Hammer is a character in the film "Yesterday," serving as Jack Malik’s assertive and opportunistic music manager.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debra Hammer
Target entity description: Debra Hammer is a character in the film "Yesterday," serving as Jack Malik’s assertive and opportunistic music manager.
  • A. Debra Hammer
    Debra Hammer is the protagonist of the 1981 American comedy film "Yesterday."
  • B. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • C. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • D. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • E. Tammy Diffendorf
    Tammy Diffendorf is a recurring character on the animated sitcom "Mom," known for her quirky, often chaotic presence in the lives of the main characters.
  • 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_69cb44d566b08190a6bb672f9c368806 completed March 31, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd67a886948190a728909f8381c2f1 completed April 1, 2026, 6:44 p.m.
NEDg Description generation batch_69cd6c1f75748190b119acd0d92f2ef9 completed April 1, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69cd7da4f3a0819080eed3d03c293789 completed April 1, 2026, 8:18 p.m.
Created at: March 30, 2026, 5:37 p.m.