Triple

T20741768
Position Surface form Disambiguated ID Type / Status
Subject The Originals E510458 entity
Predicate mainCharacter P1183 FINISHED
Object Hayley Marshall
Hayley Marshall is a central werewolf-vampire hybrid character in The Vampire Diaries universe, best known for her fierce independence, complex family ties, and pivotal role in the spin-off series The Originals.
E1451562 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: Hayley Marshall | Statement: [The Originals, mainCharacter, Hayley Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hayley Marshall
Context triple: [The Originals, mainCharacter, Hayley Marshall]
  • A. Hayley Squires
    Hayley Squires is an English actress and writer known for her acclaimed performances in film, television, and theatre, including her breakout role in Ken Loach's "I, Daniel Blake."
  • B. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • C. Hayley Campbell
    Hayley Campbell is a British writer and journalist known for her work on pop culture, comics, and death, including the acclaimed book "All the Living and the Dead."
  • D. Hayley Smith
    Hayley Smith is a politically liberal, rebellious college-aged character from the animated TV series "American Dad!", known as the daughter of Stan and Francine Smith.
  • E. Hayley Shanowski
    Hayley Shanowski is a teenage daughter character on the American sitcom "Hope & Faith," known for navigating typical adolescent challenges amid her family's comedic chaos.
  • 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: Hayley Marshall
Triple: [The Originals, mainCharacter, Hayley Marshall]
Generated description
Hayley Marshall is a central werewolf-vampire hybrid character in The Vampire Diaries universe, best known for her fierce independence, complex family ties, and pivotal role in the spin-off series The Originals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hayley Marshall
Target entity description: Hayley Marshall is a central werewolf-vampire hybrid character in The Vampire Diaries universe, best known for her fierce independence, complex family ties, and pivotal role in the spin-off series The Originals.
  • A. Hayley Squires
    Hayley Squires is an English actress and writer known for her acclaimed performances in film, television, and theatre, including her breakout role in Ken Loach's "I, Daniel Blake."
  • B. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • C. Hayley Campbell
    Hayley Campbell is a British writer and journalist known for her work on pop culture, comics, and death, including the acclaimed book "All the Living and the Dead."
  • D. Hayley Smith
    Hayley Smith is a politically liberal, rebellious college-aged character from the animated TV series "American Dad!", known as the daughter of Stan and Francine Smith.
  • E. Hayley Shanowski
    Hayley Shanowski is a teenage daughter character on the American sitcom "Hope & Faith," known for navigating typical adolescent challenges amid her family's comedic chaos.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20f9670819082199de21a8d9818 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8adc1308190b302f19106de7edb completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f9deb9248190af178b5c28728e00 completed May 16, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa80202c8190929f8f1b47d6fae4 completed May 16, 2026, 11:15 p.m.
Created at: April 16, 2026, 12:33 p.m.