Triple

T6044365
Position Surface form Disambiguated ID Type / Status
Subject Rebecca Breeds E134628 entity
Predicate notableWork P4 FINISHED
Object Pretty Little Liars
Pretty Little Liars is a popular teen mystery-drama television series centered on a group of high school girls whose lives unravel after the disappearance of their friend and the emergence of a mysterious tormentor known as "A."
E564301 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: Pretty Little Liars | Statement: [Rebecca Breeds, notableWork, Pretty Little Liars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pretty Little Liars
Context triple: [Rebecca Breeds, notableWork, Pretty Little Liars]
  • A. Veronica Mars
    Veronica Mars is a neo-noir mystery television series (later continued in film and revival form) centered on a sharp-witted teenage private investigator navigating crime and corruption in the fictional town of Neptune, California.
  • B. The Secret Life of the American Teenager
    The Secret Life of the American Teenager is an ABC Family teen drama series that follows the complicated personal, social, and family consequences of a high school girl's unexpected pregnancy.
  • C. The Vampire Diaries
    The Vampire Diaries is a supernatural drama television series centered on vampires, romance, and small-town mysteries, based on L.J. Smith’s book series and originally aired on The CW.
  • D. Breakers
    Breakers is the short name of the Boston Breakers, a former professional women's soccer team based in Boston, Massachusetts.
  • E. One Tree Hill
    One Tree Hill is a prominent volcanic peak and historic park in Auckland, New Zealand, known for its cultural significance to both Māori and Pākehā and its iconic obelisk monument.
  • 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: Pretty Little Liars
Triple: [Rebecca Breeds, notableWork, Pretty Little Liars]
Generated description
Pretty Little Liars is a popular teen mystery-drama television series centered on a group of high school girls whose lives unravel after the disappearance of their friend and the emergence of a mysterious tormentor known as "A."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pretty Little Liars
Target entity description: Pretty Little Liars is a popular teen mystery-drama television series centered on a group of high school girls whose lives unravel after the disappearance of their friend and the emergence of a mysterious tormentor known as "A."
  • A. Veronica Mars
    Veronica Mars is a neo-noir mystery television series (later continued in film and revival form) centered on a sharp-witted teenage private investigator navigating crime and corruption in the fictional town of Neptune, California.
  • B. The Secret Life of the American Teenager
    The Secret Life of the American Teenager is an ABC Family teen drama series that follows the complicated personal, social, and family consequences of a high school girl's unexpected pregnancy.
  • C. The Vampire Diaries
    The Vampire Diaries is a supernatural drama television series centered on vampires, romance, and small-town mysteries, based on L.J. Smith’s book series and originally aired on The CW.
  • D. Breakers
    Breakers is the short name of the Boston Breakers, a former professional women's soccer team based in Boston, Massachusetts.
  • E. One Tree Hill
    One Tree Hill is a prominent volcanic peak and historic park in Auckland, New Zealand, known for its cultural significance to both Māori and Pākehā and its iconic obelisk monument.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e2b1148190908c4dc43abee266 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139f53d881908f2aa8211fc7539f completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c1153b6ce8819090a13d349ccd2d6c completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c115acfe748190b91c88df81c2e1c2 completed March 23, 2026, 10:27 a.m.
Created at: March 22, 2026, 4:09 p.m.