Triple

T9416773
Position Surface form Disambiguated ID Type / Status
Subject Ainsley Whitly E227041 entity
Predicate associatedWith P37 FINISHED
Object serial killer Martin Whitly
Serial killer Martin Whitly is a fictional notorious murderer and manipulative criminal mastermind from the TV series "Prodigal Son," whose crimes and complex relationship with his family drive much of the show's drama.
E798277 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: serial killer Martin Whitly | Statement: [Ainsley Whitly, associatedWith, serial killer Martin Whitly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: serial killer Martin Whitly
Context triple: [Ainsley Whitly, associatedWith, serial killer Martin Whitly]
  • A. Charles Starkweather
    Charles Starkweather was a 1950s American spree killer whose notorious murder rampage with his teenage girlfriend inspired numerous films and fictional characters.
  • B. Ted Bundy
    Ted Bundy was an infamous American serial killer active in the 1970s, known for his charm, intelligence, and brutal murders of numerous young women across multiple states.
  • C. serial killer Frank Dodd
    Serial killer Frank Dodd is a fictional murderer from Stephen King’s novel "The Dead Zone," known for terrorizing the town of Castle Rock until his identity is uncovered through psychic visions.
  • D. Moors murders
    The Moors murders were a series of notorious child killings carried out in 1960s England by Ian Brady and Myra Hindley, which became one of the most infamous criminal cases in British history.
  • E. Thaw–White murder case
    The Thaw–White murder case was a sensational early 20th-century American scandal in which millionaire Harry K. Thaw fatally shot famed architect Stanford White over White’s relationship with actress Evelyn Nesbit, captivating the public and press with its mix of sex, jealousy, and high society.
  • 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: serial killer Martin Whitly
Triple: [Ainsley Whitly, associatedWith, serial killer Martin Whitly]
Generated description
Serial killer Martin Whitly is a fictional notorious murderer and manipulative criminal mastermind from the TV series "Prodigal Son," whose crimes and complex relationship with his family drive much of the show's drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: serial killer Martin Whitly
Target entity description: Serial killer Martin Whitly is a fictional notorious murderer and manipulative criminal mastermind from the TV series "Prodigal Son," whose crimes and complex relationship with his family drive much of the show's drama.
  • A. Charles Starkweather
    Charles Starkweather was a 1950s American spree killer whose notorious murder rampage with his teenage girlfriend inspired numerous films and fictional characters.
  • B. Ted Bundy
    Ted Bundy was an infamous American serial killer active in the 1970s, known for his charm, intelligence, and brutal murders of numerous young women across multiple states.
  • C. serial killer Frank Dodd
    Serial killer Frank Dodd is a fictional murderer from Stephen King’s novel "The Dead Zone," known for terrorizing the town of Castle Rock until his identity is uncovered through psychic visions.
  • D. Moors murders
    The Moors murders were a series of notorious child killings carried out in 1960s England by Ian Brady and Myra Hindley, which became one of the most infamous criminal cases in British history.
  • E. Thaw–White murder case
    The Thaw–White murder case was a sensational early 20th-century American scandal in which millionaire Harry K. Thaw fatally shot famed architect Stanford White over White’s relationship with actress Evelyn Nesbit, captivating the public and press with its mix of sex, jealousy, and high society.
  • 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_69ca84359e7c819091148ba4b670e436 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd68cb4be08190a47f901a9703f9db completed April 1, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107bfd73481908e07d0ee2774bd59 completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1085a980c8190b4c6d811b07ab180 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1093f440481909aa27287019191ac completed April 4, 2026, 12:51 p.m.
Created at: March 30, 2026, 7:48 p.m.