Triple

T368070
Position Surface form Disambiguated ID Type / Status
Subject Freedom of Information Act E8206 entity
Predicate amendedBy P1121 FINISHED
Object FOIA Improvement Act of 2016
The FOIA Improvement Act of 2016 is a U.S. law that strengthened public access to federal government records by adding a presumption of openness, limiting certain exemptions, and improving transparency and oversight of the Freedom of Information Act process.
E47822 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: FOIA Improvement Act of 2016 | Statement: [Freedom of Information Act, amendedBy, FOIA Improvement Act of 2016]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FOIA Improvement Act of 2016
Context triple: [Freedom of Information Act, amendedBy, FOIA Improvement Act of 2016]
  • A. Electronic Freedom of Information Act Amendments of 1996
    The Electronic Freedom of Information Act Amendments of 1996 is a U.S. law that modernized the Freedom of Information Act by extending public access rights to electronic records and setting clearer deadlines and procedures for federal agencies’ responses.
  • B. Presidential and Federal Records Act Amendments of 2014
    The Presidential and Federal Records Act Amendments of 2014 is a U.S. law that modernized federal and presidential recordkeeping, clarifying the status of electronic communications and strengthening oversight of how official records are managed and preserved.
  • C. Freedom of Information Act
    The Freedom of Information Act is a U.S. law that grants the public the right to access records from federal government agencies, promoting transparency and accountability.
  • D. OPEN Government Act of 2007
    The OPEN Government Act of 2007 is a U.S. federal law that strengthened and modernized the Freedom of Information Act by improving transparency, clarifying response deadlines, and enhancing the rights and remedies available to requesters.
  • E. USA FREEDOM Act
    The USA FREEDOM Act is a 2015 U.S. law that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while renewing and modifying key intelligence-gathering powers.
  • 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: FOIA Improvement Act of 2016
Triple: [Freedom of Information Act, amendedBy, FOIA Improvement Act of 2016]
Generated description
The FOIA Improvement Act of 2016 is a U.S. law that strengthened public access to federal government records by adding a presumption of openness, limiting certain exemptions, and improving transparency and oversight of the Freedom of Information Act process.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FOIA Improvement Act of 2016
Target entity description: The FOIA Improvement Act of 2016 is a U.S. law that strengthened public access to federal government records by adding a presumption of openness, limiting certain exemptions, and improving transparency and oversight of the Freedom of Information Act process.
  • A. Electronic Freedom of Information Act Amendments of 1996
    The Electronic Freedom of Information Act Amendments of 1996 is a U.S. law that modernized the Freedom of Information Act by extending public access rights to electronic records and setting clearer deadlines and procedures for federal agencies’ responses.
  • B. Presidential and Federal Records Act Amendments of 2014
    The Presidential and Federal Records Act Amendments of 2014 is a U.S. law that modernized federal and presidential recordkeeping, clarifying the status of electronic communications and strengthening oversight of how official records are managed and preserved.
  • C. Freedom of Information Act
    The Freedom of Information Act is a U.S. law that grants the public the right to access records from federal government agencies, promoting transparency and accountability.
  • D. OPEN Government Act of 2007
    The OPEN Government Act of 2007 is a U.S. federal law that strengthened and modernized the Freedom of Information Act by improving transparency, clarifying response deadlines, and enhancing the rights and remedies available to requesters.
  • E. USA FREEDOM Act
    The USA FREEDOM Act is a 2015 U.S. law that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while renewing and modifying key intelligence-gathering powers.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebeab13c8190b15c2f10310ec6a8 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4d8e8688190a35d50b99b85bb7f completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f73a9f588190a45d55f29cdbe65d completed March 1, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69a3f7ece1a081908c899a2b4ff12e89 completed March 1, 2026, 8:25 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.