Triple

T460238
Position Surface form Disambiguated ID Type / Status
Subject Assistant United States Attorney E7320 entity
Predicate appearsBefore P11124 FINISHED
Object United States Magistrate Judges
United States Magistrate Judges are federal judicial officers who handle a range of pretrial matters, preliminary proceedings, and certain civil and misdemeanor cases to assist U.S. District Judges in managing the federal court docket.
 E57774 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: United States Magistrate Judges | Statement: [Assistant United States Attorney, appearsBefore, United States Magistrate Judges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Magistrate Judges
Context triple: [Assistant United States Attorney, appearsBefore, United States Magistrate Judges]
  • A. United States district courts
    United States district courts are the federal trial courts where civil and criminal cases are initially heard and decided under U.S. federal law.
  • B. United States Attorneys
    United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
  • C. Assistant United States Attorneys
    Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
  • D. United States courts of appeals
    The United States courts of appeals are the federal intermediate appellate courts that review decisions from district courts and federal agencies before potential review by the Supreme Court.
  • E. Judiciary of the District of Columbia
    The Judiciary of the District of Columbia is the court system responsible for interpreting and applying the law in Washington, D.C., including its local trial and appellate courts.
  • 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: United States Magistrate Judges
Triple: [Assistant United States Attorney, appearsBefore, United States Magistrate Judges]
Generated description
United States Magistrate Judges are federal judicial officers who handle a range of pretrial matters, preliminary proceedings, and certain civil and misdemeanor cases to assist U.S. District Judges in managing the federal court docket.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States Magistrate Judges
Target entity description: United States Magistrate Judges are federal judicial officers who handle a range of pretrial matters, preliminary proceedings, and certain civil and misdemeanor cases to assist U.S. District Judges in managing the federal court docket.
  • A. United States district courts
    United States district courts are the federal trial courts where civil and criminal cases are initially heard and decided under U.S. federal law.
  • B. United States Attorneys
    United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
  • C. Assistant United States Attorneys
    Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
  • D. United States courts of appeals
    The United States courts of appeals are the federal intermediate appellate courts that review decisions from district courts and federal agencies before potential review by the Supreme Court.
  • E. Judiciary of the District of Columbia
    The Judiciary of the District of Columbia is the court system responsible for interpreting and applying the law in Washington, D.C., including its local trial and appellate courts.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efbd6ed481909ec40f12b5b675c8 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f583ea081908d92fe5b5dc4d3c0 completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a45150b3f8819094519329a68fb1b8 completed March 1, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69a451ab785c8190b4cab0d162b4efa8 completed March 1, 2026, 2:48 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.