Triple

T15710134
Position Surface form Disambiguated ID Type / Status
Subject Scream (2022 film) E380815 entity
Predicate featuresCharacter P626 FINISHED
Object Amber Freeman
Amber Freeman is a central character and one of the primary antagonists in the 2022 slasher film "Scream," serving as a new Ghostface killer in the franchise.
E1174043 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: Amber Freeman | Statement: [Scream (2022 film), featuresCharacter, Amber Freeman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amber Freeman
Context triple: [Scream (2022 film), featuresCharacter, Amber Freeman]
  • A. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • B. Amber Stevens
    Amber Stevens is an American actress best known for her roles in television series like "Greek" and "The Carmichael Show," as well as films such as "22 Jump Street."
  • C. Amber Marshall
    Amber Marshall is a Canadian actress best known for starring as Amy Fleming in the long-running family drama television series "Heartland."
  • D. Chelsea Freeman
    Chelsea Freeman is an American entrepreneur and social media personality best known as the wife of Major League Baseball star Freddie Freeman.
  • E. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • 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: Amber Freeman
Triple: [Scream (2022 film), featuresCharacter, Amber Freeman]
Generated description
Amber Freeman is a central character and one of the primary antagonists in the 2022 slasher film "Scream," serving as a new Ghostface killer in the franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amber Freeman
Target entity description: Amber Freeman is a central character and one of the primary antagonists in the 2022 slasher film "Scream," serving as a new Ghostface killer in the franchise.
  • A. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • B. Amber Stevens
    Amber Stevens is an American actress best known for her roles in television series like "Greek" and "The Carmichael Show," as well as films such as "22 Jump Street."
  • C. Amber Marshall
    Amber Marshall is a Canadian actress best known for starring as Amy Fleming in the long-running family drama television series "Heartland."
  • D. Chelsea Freeman
    Chelsea Freeman is an American entrepreneur and social media personality best known as the wife of Major League Baseball star Freddie Freeman.
  • E. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8d8b648190842c635f2ae7bfa4 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82f22fc88190820ecb171041136d completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83ff8c7481909fbc502143c1852f completed May 9, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69ff846436e48190b711da134c9a3b81 completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:45 a.m.