Triple

T3417534
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Amendments and Federal Judgeship Act of 1984 E72045 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 98-353
Public Law 98-353 is a 1984 U.S. federal statute that overhauled the bankruptcy system and expanded the number of federal judgeships.
E356740 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: Public Law 98-353 | Statement: [Bankruptcy Amendments and Federal Judgeship Act of 1984, publicLawNumber, Public Law 98-353]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 98-353
Context triple: [Bankruptcy Amendments and Federal Judgeship Act of 1984, publicLawNumber, Public Law 98-353]
  • A. Public Law 99-433
    Public Law 99-433 is the formal designation of the Goldwater–Nichols Department of Defense Reorganization Act of 1986, a landmark U.S. law that overhauled the military command structure and strengthened joint operations among the armed services.
  • B. Public Law 93-198
    Public Law 93-198 is the 1973 federal statute that granted the District of Columbia limited home rule, establishing an elected mayor and city council while retaining certain congressional oversight.
  • C. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • D. Public Law 93-495
    Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
  • E. Public Law 93-383
    Public Law 93-383 is a major 1974 U.S. federal statute that overhauled national housing policy and created key community development and housing assistance programs.
  • 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: Public Law 98-353
Triple: [Bankruptcy Amendments and Federal Judgeship Act of 1984, publicLawNumber, Public Law 98-353]
Generated description
Public Law 98-353 is a 1984 U.S. federal statute that overhauled the bankruptcy system and expanded the number of federal judgeships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 98-353
Target entity description: Public Law 98-353 is a 1984 U.S. federal statute that overhauled the bankruptcy system and expanded the number of federal judgeships.
  • A. Public Law 99-433
    Public Law 99-433 is the formal designation of the Goldwater–Nichols Department of Defense Reorganization Act of 1986, a landmark U.S. law that overhauled the military command structure and strengthened joint operations among the armed services.
  • B. Public Law 93-198
    Public Law 93-198 is the 1973 federal statute that granted the District of Columbia limited home rule, establishing an elected mayor and city council while retaining certain congressional oversight.
  • C. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • D. Public Law 93-495
    Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
  • E. Public Law 93-383
    Public Law 93-383 is a major 1974 U.S. federal statute that overhauled national housing policy and created key community development and housing assistance programs.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92c20fc81909b5debced20ec083 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3546c88008190980a51195251af91 completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b355a7dc308190ba8ab0db251592a2 completed March 13, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3566da174819086160cd254e0a443 completed March 13, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:15 p.m.