Triple

T7659144
Position Surface form Disambiguated ID Type / Status
Subject Gianni Versace E173457 entity
Predicate killedBy P4646 FINISHED
Object Andrew Cunanan
Andrew Cunanan was an American spree killer best known for a 1997 cross-country murder rampage that culminated in the assassination of fashion designer Gianni Versace in Miami Beach.
 E679817 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: Andrew Cunanan | Statement: [Gianni Versace, killedBy, Andrew Cunanan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Cunanan
Context triple: [Gianni Versace, killedBy, Andrew Cunanan]
  • A. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • B. Ian Boddy
    Ian Boddy is a Canadian municipal politician who serves as the mayor of Owen Sound, Ontario.
  • C. Charles McNaughton
    Charles McNaughton was a British actor active in the early 20th century, known for his character roles in films and on stage.
  • D. Richard Fish
    Richard Fish is a quirky, money-driven yet oddly principled lawyer and partner at the Cage & Fish law firm on the television series "Ally McBeal."
  • E. Michael Martin
    Michael Martin was a British Labour politician who served as Speaker of the House of Commons in the early 21st century and was later created Baron Martin of Springburn.
  • 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: Andrew Cunanan
Triple: [Gianni Versace, killedBy, Andrew Cunanan]
Generated description
Andrew Cunanan was an American spree killer best known for a 1997 cross-country murder rampage that culminated in the assassination of fashion designer Gianni Versace in Miami Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Cunanan
Target entity description: Andrew Cunanan was an American spree killer best known for a 1997 cross-country murder rampage that culminated in the assassination of fashion designer Gianni Versace in Miami Beach.
  • A. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • B. Ian Boddy
    Ian Boddy is a Canadian municipal politician who serves as the mayor of Owen Sound, Ontario.
  • C. Charles McNaughton
    Charles McNaughton was a British actor active in the early 20th century, known for his character roles in films and on stage.
  • D. Richard Fish
    Richard Fish is a quirky, money-driven yet oddly principled lawyer and partner at the Cage & Fish law firm on the television series "Ally McBeal."
  • E. Michael Martin
    Michael Martin was a British Labour politician who served as Speaker of the House of Commons in the early 21st century and was later created Baron Martin of Springburn.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701a32f588190a7a923e8ce43f727 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 3:59 p.m.