Triple

T15625514
Position Surface form Disambiguated ID Type / Status
Subject The To Do List E375665 entity
Predicate featuresCharacter P626 FINISHED
Object Amber Klark
Amber Klark is a character in the coming-of-age comedy film "The To Do List," which follows a high-achieving teen's humorous attempts to gain sexual experience before college.
E1193242 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 Klark | Statement: [The To Do List, featuresCharacter, Amber Klark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amber Klark
Context triple: [The To Do List, featuresCharacter, Amber Klark]
  • A. 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."
  • B. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • 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. 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.
  • E. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • 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 Klark
Triple: [The To Do List, featuresCharacter, Amber Klark]
Generated description
Amber Klark is a character in the coming-of-age comedy film "The To Do List," which follows a high-achieving teen's humorous attempts to gain sexual experience before college.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amber Klark
Target entity description: Amber Klark is a character in the coming-of-age comedy film "The To Do List," which follows a high-achieving teen's humorous attempts to gain sexual experience before college.
  • A. 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."
  • B. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • 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. 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.
  • E. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9e5e248190ae54cda1fde51efb completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe4670e8881908bc9f3879ba208ba completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe692328081908739b446ad4d46bb completed May 10, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ffe79224bc8190803649e3536afae0 completed May 10, 2026, 2:04 a.m.
Created at: April 10, 2026, 4:14 a.m.