Triple

T7476386
Position Surface form Disambiguated ID Type / Status
Subject Borough of Duryea v. Guarnieri E176641 entity
Predicate relatedDoctrine P436 FINISHED
Object Pickering balancing test
The Pickering balancing test is a legal standard used by U.S. courts to weigh a public employee’s free speech rights against the government employer’s interest in maintaining efficient and effective public services.
E666868 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: Pickering balancing test | Statement: [Borough of Duryea v. Guarnieri, relatedDoctrine, Pickering balancing test]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pickering balancing test
Context triple: [Borough of Duryea v. Guarnieri, relatedDoctrine, Pickering balancing test]
  • A. Oakes test
    The Oakes test is a legal framework used by Canadian courts to determine whether a law that limits Charter rights can be justified as a reasonable and demonstrably justified restriction in a free and democratic society.
  • B. Lemon test
    The Lemon test is a three-pronged legal standard used by U.S. courts to determine whether a government action violates the Establishment Clause of the First Amendment.
  • C. Mathews balancing test
    The Mathews balancing test is a legal framework used by U.S. courts to determine what procedural due process is required by weighing the private interest affected, the risk of erroneous deprivation, and the government’s interest.
  • D. Brisker method
    The Brisker method is an analytical approach to Talmud study, developed in the Brisk rabbinic tradition, that emphasizes sharp conceptual distinctions and rigorous logical categorization of halakhic concepts.
  • E. Noerr-Pennington doctrine
    The Noerr-Pennington doctrine is a U.S. legal principle that shields individuals and entities from antitrust liability when they petition the government, even if their efforts have anticompetitive effects.
  • 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: Pickering balancing test
Triple: [Borough of Duryea v. Guarnieri, relatedDoctrine, Pickering balancing test]
Generated description
The Pickering balancing test is a legal standard used by U.S. courts to weigh a public employee’s free speech rights against the government employer’s interest in maintaining efficient and effective public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pickering balancing test
Target entity description: The Pickering balancing test is a legal standard used by U.S. courts to weigh a public employee’s free speech rights against the government employer’s interest in maintaining efficient and effective public services.
  • A. Oakes test
    The Oakes test is a legal framework used by Canadian courts to determine whether a law that limits Charter rights can be justified as a reasonable and demonstrably justified restriction in a free and democratic society.
  • B. Lemon test
    The Lemon test is a three-pronged legal standard used by U.S. courts to determine whether a government action violates the Establishment Clause of the First Amendment.
  • C. Mathews balancing test
    The Mathews balancing test is a legal framework used by U.S. courts to determine what procedural due process is required by weighing the private interest affected, the risk of erroneous deprivation, and the government’s interest.
  • D. Brisker method
    The Brisker method is an analytical approach to Talmud study, developed in the Brisk rabbinic tradition, that emphasizes sharp conceptual distinctions and rigorous logical categorization of halakhic concepts.
  • E. Noerr-Pennington doctrine
    The Noerr-Pennington doctrine is a U.S. legal principle that shields individuals and entities from antitrust liability when they petition the government, even if their efforts have anticompetitive effects.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4ee23d081908e05658a651661fc completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83489a8208190b0380edcd18a1246 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c836441e3081909671c8c118429eb5 completed March 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69c836c34a488190a84e0136bc02f1cd completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:41 p.m.