Triple

T15202032
Position Surface form Disambiguated ID Type / Status
Subject Assassins E363291 entity
Predicate featuresCharacter P626 FINISHED
Object Lynette "Squeaky" Fromme
Lynette "Squeaky" Fromme is a former member of Charles Manson's cult who attempted to assassinate U.S. President Gerald Ford in 1975.
E1143360 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: Lynette "Squeaky" Fromme | Statement: [Assassins, featuresCharacter, Lynette "Squeaky" Fromme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lynette "Squeaky" Fromme
Context triple: [Assassins, featuresCharacter, Lynette "Squeaky" Fromme]
  • A. Aileen Wuornos
    Aileen Wuornos was an American serial killer who murdered several men in Florida between 1989 and 1990 and became one of the most infamous female criminals in U.S. history.
  • B. Patty Hearst
    Patty Hearst is an American heiress who became infamous in the 1970s after being kidnapped by the Symbionese Liberation Army and later participating in their criminal activities, sparking intense public and legal controversy.
  • C. Diane Wuornos
    Diane Wuornos is the biological mother of American serial killer Aileen Wuornos, who abandoned her daughter at a young age.
  • D. Susan Atkins
    Susan Atkins was an American criminal and member of Charles Manson's cult who participated in the infamous Tate–LaBianca murders of 1969.
  • E. Martha Sirhan
    Martha Sirhan is known primarily as the wife of Munir Sirhan, the brother of Robert F. Kennedy’s assassin Sirhan Sirhan.
  • 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: Lynette "Squeaky" Fromme
Triple: [Assassins, featuresCharacter, Lynette "Squeaky" Fromme]
Generated description
Lynette "Squeaky" Fromme is a former member of Charles Manson's cult who attempted to assassinate U.S. President Gerald Ford in 1975.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lynette "Squeaky" Fromme
Target entity description: Lynette "Squeaky" Fromme is a former member of Charles Manson's cult who attempted to assassinate U.S. President Gerald Ford in 1975.
  • A. Aileen Wuornos
    Aileen Wuornos was an American serial killer who murdered several men in Florida between 1989 and 1990 and became one of the most infamous female criminals in U.S. history.
  • B. Patty Hearst
    Patty Hearst is an American heiress who became infamous in the 1970s after being kidnapped by the Symbionese Liberation Army and later participating in their criminal activities, sparking intense public and legal controversy.
  • C. Diane Wuornos
    Diane Wuornos is the biological mother of American serial killer Aileen Wuornos, who abandoned her daughter at a young age.
  • D. Susan Atkins
    Susan Atkins was an American criminal and member of Charles Manson's cult who participated in the infamous Tate–LaBianca murders of 1969.
  • E. Martha Sirhan
    Martha Sirhan is known primarily as the wife of Munir Sirhan, the brother of Robert F. Kennedy’s assassin Sirhan Sirhan.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006b588b88190a88e91d521acbdfe completed April 15, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed3390b708190b10c876c437c72c8 completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed44b2e3c8190aad111e2bc2b56a2 completed May 9, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69fed547192c8190b89755fff48ca620 completed May 9, 2026, 6:33 a.m.
Created at: April 10, 2026, 3:10 a.m.