Triple

T13997550
Position Surface form Disambiguated ID Type / Status
Subject Bobby Donnell E336738 entity
Predicate worksAt P7 FINISHED
Object Robert Donnell & Associates
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
E1074697 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: Robert Donnell & Associates | Statement: [Bobby Donnell, worksAt, Robert Donnell & Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Donnell & Associates
Context triple: [Bobby Donnell, worksAt, Robert Donnell & Associates]
  • A. Odell Associates
    Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
  • B. Davidson & Associates
    Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
  • C. John Carl Warnecke & Associates
    John Carl Warnecke & Associates was the architectural firm founded by prominent American architect John Carl Warnecke, known for major civic and institutional projects in the mid-20th century.
  • D. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • E. John A. Martin & Associates
    John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
  • 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: Robert Donnell & Associates
Triple: [Bobby Donnell, worksAt, Robert Donnell & Associates]
Generated description
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Donnell & Associates
Target entity description: Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
  • A. Odell Associates
    Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
  • B. Davidson & Associates
    Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
  • C. John Carl Warnecke & Associates
    John Carl Warnecke & Associates was the architectural firm founded by prominent American architect John Carl Warnecke, known for major civic and institutional projects in the mid-20th century.
  • D. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • E. John A. Martin & Associates
    John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb68ba88190bfaf10777d607bf3 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9f1f6c8190af7ddac920661bd5 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae3d04f081908c8d28148b4f1de0 completed May 6, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf41636c8190bf44bd238bd9d9a4 completed May 6, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:19 p.m.