Triple

T125245
Position Surface form Disambiguated ID Type / Status
Subject federal judiciary of the United States E2532 entity
Predicate includesCourt P1393 FINISHED
Object United States magistrate judges system
The United States magistrate judges system is a component of the federal judiciary in which magistrate judges handle preliminary and pretrial matters, as well as certain civil and misdemeanor cases, to assist district judges in managing caseloads.
E2532 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 system | Statement: [federal judiciary of the United States, includesCourt, United States magistrate judges system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States magistrate judges system
Context triple: [federal judiciary of the United States, includesCourt, United States magistrate judges system]
  • 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. federal judiciary of the United States
    The federal judiciary of the United States is the national court system established under the U.S. Constitution, comprising the Supreme Court and lower federal courts that interpret and apply federal law across the country.
  • C. United States territorial courts
    United States territorial courts are federal courts established by Congress in U.S. territories to handle local and federal matters, operating under Article IV rather than Article III of the Constitution.
  • 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. Judicial Conference of the United States
    The Judicial Conference of the United States is the national policy-making body for the federal court system, responsible for setting administrative and procedural rules for U.S. federal 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 system
Triple: [federal judiciary of the United States, includesCourt, United States magistrate judges system]
Generated description
The United States magistrate judges system is a component of the federal judiciary in which magistrate judges handle preliminary and pretrial matters, as well as certain civil and misdemeanor cases, to assist district judges in managing caseloads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States magistrate judges system
Target entity description: The United States magistrate judges system is a component of the federal judiciary in which magistrate judges handle preliminary and pretrial matters, as well as certain civil and misdemeanor cases, to assist district judges in managing caseloads.
  • 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. federal judiciary of the United States chosen
    The federal judiciary of the United States is the national court system established under the U.S. Constitution, comprising the Supreme Court and lower federal courts that interpret and apply federal law across the country.
  • C. United States territorial courts
    United States territorial courts are federal courts established by Congress in U.S. territories to handle local and federal matters, operating under Article IV rather than Article III of the Constitution.
  • 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. Judicial Conference of the United States
    The Judicial Conference of the United States is the national policy-making body for the federal court system, responsible for setting administrative and procedural rules for U.S. federal courts.
  • F. None of above.

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_69a251b54ea88190b18281669f59b4c0 completed Feb. 28, 2026, 2:23 a.m.
NER Named-entity recognition batch_69a25b816dbc8190b20e13c80a451e6b completed Feb. 28, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85e7e4881909322c67388d64247 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b9df510c81909e784b5e036a9e97 completed Feb. 28, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69a2ba52c37c8190a6772c7f3fac71b8 completed Feb. 28, 2026, 9:50 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.