Triple

T7951162
Position Surface form Disambiguated ID Type / Status
Subject Ink Master E184616 entity
Predicate judge P3169 FINISHED
Object Ryan Ashley Malarkey
Ryan Ashley Malarkey is an American tattoo artist and television personality known for her black-and-gray, lace-detail style and for serving as a judge on the reality competition series Ink Master.
E715475 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: Ryan Ashley Malarkey | Statement: [Ink Master, judge, Ryan Ashley Malarkey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan Ashley Malarkey
Context triple: [Ink Master, judge, Ryan Ashley Malarkey]
  • A. Dylan McLaughlin
    Dylan McLaughlin is an American former child actor best known for his roles in family comedies and dramas in the early 2000s.
  • B. Nathan Maloney
    Nathan Maloney is a central teenage character in the British TV drama "Queer as Folk," known for exploring his sexuality and identity within Manchester’s gay scene.
  • C. Aidan Keller
    Aidan Keller is the young, psychically sensitive boy central to the plot of the horror film "The Ring."
  • D. Dylan Massett
    Dylan Massett is a central character in the psychological horror drama series "Bates Motel," portrayed as Norman Bates' troubled half-brother who becomes entangled in the family's dark secrets and criminal activities.
  • E. Justin O’Brien
    Justin O’Brien was an American scholar and translator best known for his influential English translations of Albert Camus’s works, which helped introduce the French existentialist writer to a broad Anglophone audience.
  • 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: Ryan Ashley Malarkey
Triple: [Ink Master, judge, Ryan Ashley Malarkey]
Generated description
Ryan Ashley Malarkey is an American tattoo artist and television personality known for her black-and-gray, lace-detail style and for serving as a judge on the reality competition series Ink Master.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan Ashley Malarkey
Target entity description: Ryan Ashley Malarkey is an American tattoo artist and television personality known for her black-and-gray, lace-detail style and for serving as a judge on the reality competition series Ink Master.
  • A. Dylan McLaughlin
    Dylan McLaughlin is an American former child actor best known for his roles in family comedies and dramas in the early 2000s.
  • B. Nathan Maloney
    Nathan Maloney is a central teenage character in the British TV drama "Queer as Folk," known for exploring his sexuality and identity within Manchester’s gay scene.
  • C. Aidan Keller
    Aidan Keller is the young, psychically sensitive boy central to the plot of the horror film "The Ring."
  • D. Dylan Massett
    Dylan Massett is a central character in the psychological horror drama series "Bates Motel," portrayed as Norman Bates' troubled half-brother who becomes entangled in the family's dark secrets and criminal activities.
  • E. Justin O’Brien
    Justin O’Brien was an American scholar and translator best known for his influential English translations of Albert Camus’s works, which helped introduce the French existentialist writer to a broad Anglophone audience.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbdf7679881909a14c4786c8e3e76 completed April 1, 2026, 6:40 a.m.
NEDg Description generation batch_69ccc30f1fc48190991e0caa9ea6e735 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:10 p.m.