Triple

T9716348
Position Surface form Disambiguated ID Type / Status
Subject Hungerford massacre E235152 entity
Predicate notableVictim P870 FINISHED
Object Dorothy Ryan
Dorothy Ryan was one of the victims killed during the 1987 Hungerford massacre, a mass shooting in Berkshire, England.
E860863 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: Dorothy Ryan | Statement: [Hungerford massacre, notableVictim, Dorothy Ryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dorothy Ryan
Context triple: [Hungerford massacre, notableVictim, Dorothy Ryan]
  • A. Ruth Ryan
    Ruth Ryan is the longtime wife of Hall of Fame pitcher Nolan Ryan, known for her supportive role throughout his baseball career and their shared involvement in charitable and community activities.
  • B. Dorothy Collins
    Dorothy Collins was a collaborator and co-author with social psychologist Leon Festinger, contributing to influential research in social psychology.
  • C. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • D. Sally McKenna
    Sally McKenna is a troubled, drug-addicted ghost who haunts the Hotel Cortez in the television series "American Horror Story: Hotel."
  • E. Ruth McCabe
    Ruth McCabe is an Irish actress known for her work in film, television, and theatre, including roles in acclaimed dramas such as "Philomena."
  • 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: Dorothy Ryan
Triple: [Hungerford massacre, notableVictim, Dorothy Ryan]
Generated description
Dorothy Ryan was one of the victims killed during the 1987 Hungerford massacre, a mass shooting in Berkshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dorothy Ryan
Target entity description: Dorothy Ryan was one of the victims killed during the 1987 Hungerford massacre, a mass shooting in Berkshire, England.
  • A. Ruth Ryan
    Ruth Ryan is the longtime wife of Hall of Fame pitcher Nolan Ryan, known for her supportive role throughout his baseball career and their shared involvement in charitable and community activities.
  • B. Dorothy Collins
    Dorothy Collins was a collaborator and co-author with social psychologist Leon Festinger, contributing to influential research in social psychology.
  • C. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • D. Sally McKenna
    Sally McKenna is a troubled, drug-addicted ghost who haunts the Hotel Cortez in the television series "American Horror Story: Hotel."
  • E. Ruth McCabe
    Ruth McCabe is an Irish actress known for her work in film, television, and theatre, including roles in acclaimed dramas such as "Philomena."
  • 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e0bb82081908e21a646f4de1a61 completed April 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69d79445b9288190a684184285966fa8 completed April 9, 2026, 11:57 a.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: March 30, 2026, 8:20 p.m.