Triple

T4864782
Position Surface form Disambiguated ID Type / Status
Subject District Attorney of Alameda County E108740 entity
Predicate officeHoldersInclude P537 FINISHED
Object Nancy O’Malley
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
E486446 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: Nancy O’Malley | Statement: [District Attorney of Alameda County, officeHoldersInclude, Nancy O’Malley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nancy O’Malley
Context triple: [District Attorney of Alameda County, officeHoldersInclude, Nancy O’Malley]
  • A. Bridget Moynahan
    Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
  • B. Shirley Sullivan
    Shirley Sullivan is best known as the mother of American actor Cuba Gooding Jr.
  • C. Ginger Meehan
    Ginger Meehan was the wife of renowned American lyricist and songwriter Johnny Mercer.
  • D. Kathleen Brennan
    Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
  • E. Mary McCleary
    Mary McCleary is best known as the wife of famed American automobile executive Lee Iacocca.
  • 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: Nancy O’Malley
Triple: [District Attorney of Alameda County, officeHoldersInclude, Nancy O’Malley]
Generated description
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nancy O’Malley
Target entity description: Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
  • A. Bridget Moynahan
    Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
  • B. Shirley Sullivan
    Shirley Sullivan is best known as the mother of American actor Cuba Gooding Jr.
  • C. Ginger Meehan
    Ginger Meehan was the wife of renowned American lyricist and songwriter Johnny Mercer.
  • D. Kathleen Brennan
    Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
  • E. Mary McCleary
    Mary McCleary is best known as the wife of famed American automobile executive Lee Iacocca.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7861e88190ad172632eb5507c7 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9232aa3081908d08c64d71a9e3cf completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be9439bc248190a1c03ce2a941e313 completed March 21, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69be94979ec08190907d28cd38ade77b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:26 p.m.