Triple

T10282372
Position Surface form Disambiguated ID Type / Status
Subject Aileen Wuornos E241133 entity
Predicate familyName P18 FINISHED
Object Wuornos
Wuornos is the surname of Aileen Wuornos, an American serial killer whose crimes in Florida in the late 1980s and early 1990s received widespread media attention.
 E852503 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: Wuornos | Statement: [Aileen Wuornos, familyName, Wuornos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wuornos
Context triple: [Aileen Wuornos, familyName, Wuornos]
  • A. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • B. James Carroll Beckwith
    James Carroll Beckwith was an American portrait and genre painter of the late 19th and early 20th centuries, known for his refined academic style and contributions to the New York art scene.
  • C. Henry Bowers
    Henry Bowers is a sadistic teenage bully and one of the primary human antagonists in the 2017 horror film adaptation of Stephen King’s "It."
  • D. Allan Melvill
    Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
  • E. Frank Booth
    Frank Booth is the sadistic, psychopathic villain portrayed by Dennis Hopper in David Lynch’s neo-noir film "Blue Velvet."
  • 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: Wuornos
Triple: [Aileen Wuornos, familyName, Wuornos]
Generated description
Wuornos is the surname of Aileen Wuornos, an American serial killer whose crimes in Florida in the late 1980s and early 1990s received widespread media attention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wuornos
Target entity description: Wuornos is the surname of Aileen Wuornos, an American serial killer whose crimes in Florida in the late 1980s and early 1990s received widespread media attention.
  • A. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • B. James Carroll Beckwith
    James Carroll Beckwith was an American portrait and genre painter of the late 19th and early 20th centuries, known for his refined academic style and contributions to the New York art scene.
  • C. Henry Bowers
    Henry Bowers is a sadistic teenage bully and one of the primary human antagonists in the 2017 horror film adaptation of Stephen King’s "It."
  • D. Allan Melvill
    Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
  • E. Frank Booth
    Frank Booth is the sadistic, psychopathic villain portrayed by Dennis Hopper in David Lynch’s neo-noir film "Blue Velvet."
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2a177b48190aab7d7857f5bba7b completed April 7, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f8352a108190b3692a2de3cb4dea completed April 9, 2026, 12:52 a.m.
NEDg Description generation batch_69d6fcae243c819095a2e791716805bd completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd3495fc8190a093d2536cfbe58a completed April 9, 2026, 1:13 a.m.
Created at: April 6, 2026, 11:39 a.m.