Triple

T22797982
Position Surface form Disambiguated ID Type / Status
Subject Pretty Little Liars E564301 entity
Predicate mainCharacter P1183 FINISHED
Object Hanna Marin
Hanna Marin is a stylish, sharp-tongued yet vulnerable teen who becomes one of the central friends entangled in secrets, lies, and danger in the television series "Pretty Little Liars."
E1554719 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: Hanna Marin | Statement: [Pretty Little Liars, mainCharacter, Hanna Marin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanna Marin
Context triple: [Pretty Little Liars, mainCharacter, Hanna Marin]
  • A. Hannah Quinn
    Hannah Quinn is a television director known for her work on the British mystery thriller series "The Stranger."
  • B. Carly Mensch
    Carly Mensch is an American television writer, producer, and playwright best known for co-creating the Netflix series "GLOW" and her work on shows like "Weeds" and "Orange Is the New Black."
  • C. Leah Pipes
    Leah Pipes is an American actress best known for her roles in television series such as "The Originals" and various film and TV projects.
  • D. Liza Koshy
    Liza Koshy is an American comedian, actress, and internet personality who rose to fame on Vine and YouTube before transitioning into mainstream film and television roles.
  • E. Caitlin Moltisanti
    Caitlin Moltisanti is the infant daughter of Christopher Moltisanti in the television series "The Sopranos."
  • 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: Hanna Marin
Triple: [Pretty Little Liars, mainCharacter, Hanna Marin]
Generated description
Hanna Marin is a stylish, sharp-tongued yet vulnerable teen who becomes one of the central friends entangled in secrets, lies, and danger in the television series "Pretty Little Liars."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanna Marin
Target entity description: Hanna Marin is a stylish, sharp-tongued yet vulnerable teen who becomes one of the central friends entangled in secrets, lies, and danger in the television series "Pretty Little Liars."
  • A. Hannah Quinn
    Hannah Quinn is a television director known for her work on the British mystery thriller series "The Stranger."
  • B. Carly Mensch
    Carly Mensch is an American television writer, producer, and playwright best known for co-creating the Netflix series "GLOW" and her work on shows like "Weeds" and "Orange Is the New Black."
  • C. Leah Pipes
    Leah Pipes is an American actress best known for her roles in television series such as "The Originals" and various film and TV projects.
  • D. Liza Koshy
    Liza Koshy is an American comedian, actress, and internet personality who rose to fame on Vine and YouTube before transitioning into mainstream film and television roles.
  • E. Caitlin Moltisanti
    Caitlin Moltisanti is the infant daughter of Christopher Moltisanti in the television series "The Sopranos."
  • 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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cda76448190891c5190e1d75ae0 completed April 29, 2026, 3:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e977a888190a629b61b37853016 completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9f8d55408190954f97b4504b5451 completed May 18, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba00135f88190a10c12118e48f7cc completed May 18, 2026, 11:25 p.m.
Created at: April 17, 2026, 3:30 p.m.