Triple

T13026020
Position Surface form Disambiguated ID Type / Status
Subject Gail Abernathy-McKadden E326306 entity
Predicate hasColleague P398 FINISHED
Object Chloe Beale
Chloe Beale is a central character in the Pitch Perfect film series, known as a passionate and upbeat member of the Barden Bellas a cappella group.
E1016248 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: Chloe Beale | Statement: [Gail Abernathy-McKadden, hasColleague, Chloe Beale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chloe Beale
Context triple: [Gail Abernathy-McKadden, hasColleague, Chloe Beale]
  • A. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • B. Summer Roberts
    Summer Roberts is a central character on the teen drama series "The O.C.," known for her evolution from a popular, superficial high school girl to a more mature and compassionate young woman.
  • C. Tessa Quayle
    Tessa Quayle is a passionate human-rights activist whose mysterious death in Kenya drives the political and emotional intrigue at the heart of John le Carré’s novel "The Constant Gardener."
  • D. Chloe Webb
    Chloe Webb is an American actress best known for her roles in films like "Sid and Nancy" and "Twins" and for her work in both television and independent cinema.
  • E. Angela Thorne
    Angela Thorne was a British actress best known for her stage work and for television roles in series such as "To the Manor Born."
  • 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: Chloe Beale
Triple: [Gail Abernathy-McKadden, hasColleague, Chloe Beale]
Generated description
Chloe Beale is a central character in the Pitch Perfect film series, known as a passionate and upbeat member of the Barden Bellas a cappella group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chloe Beale
Target entity description: Chloe Beale is a central character in the Pitch Perfect film series, known as a passionate and upbeat member of the Barden Bellas a cappella group.
  • A. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • B. Summer Roberts
    Summer Roberts is a central character on the teen drama series "The O.C.," known for her evolution from a popular, superficial high school girl to a more mature and compassionate young woman.
  • C. Tessa Quayle
    Tessa Quayle is a passionate human-rights activist whose mysterious death in Kenya drives the political and emotional intrigue at the heart of John le Carré’s novel "The Constant Gardener."
  • D. Chloe Webb
    Chloe Webb is an American actress best known for her roles in films like "Sid and Nancy" and "Twins" and for her work in both television and independent cinema.
  • E. Angela Thorne
    Angela Thorne was a British actress best known for her stage work and for television roles in series such as "To the Manor Born."
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efac71881908a21d70c3c6ce099 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11f83d88190bc153dba75db0995 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c43bc75c8190887b8135fbc8bbb5 completed May 3, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69f6c50cf3c08190b1ef6379f1f96201 completed May 3, 2026, 3:46 a.m.
Created at: April 9, 2026, 8:53 p.m.