Triple

T1206258
Position Surface form Disambiguated ID Type / Status
Subject Maritime Security Program E25895 entity
Predicate legalBasis P125 FINISHED
Object Maritime Security Act of 1996
The Maritime Security Act of 1996 is a U.S. federal law that established a framework to maintain a modern, militarily useful U.S.-flag commercial fleet available to support national defense and economic security.
E137786 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: Maritime Security Act of 1996 | Statement: [Maritime Security Program, legalBasis, Maritime Security Act of 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maritime Security Act of 1996
Context triple: [Maritime Security Program, legalBasis, Maritime Security Act of 1996]
  • A. Merchant Marine Act of 1970
    The Merchant Marine Act of 1970 is a U.S. federal law that updated and expanded national maritime policy, including shipbuilding and fleet modernization programs, to strengthen the American merchant marine.
  • B. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • C. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • D. Merchant Marine Act of 1936
    The Merchant Marine Act of 1936 is a U.S. federal law that established policies and programs to develop and maintain a strong American merchant marine for commerce and national defense.
  • E. Transportation Security Improvement Act
    The Transportation Security Improvement Act is a U.S. federal law component focused on enhancing and reforming transportation security measures across modes such as aviation, rail, and maritime.
  • 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: Maritime Security Act of 1996
Triple: [Maritime Security Program, legalBasis, Maritime Security Act of 1996]
Generated description
The Maritime Security Act of 1996 is a U.S. federal law that established a framework to maintain a modern, militarily useful U.S.-flag commercial fleet available to support national defense and economic security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maritime Security Act of 1996
Target entity description: The Maritime Security Act of 1996 is a U.S. federal law that established a framework to maintain a modern, militarily useful U.S.-flag commercial fleet available to support national defense and economic security.
  • A. Merchant Marine Act of 1970
    The Merchant Marine Act of 1970 is a U.S. federal law that updated and expanded national maritime policy, including shipbuilding and fleet modernization programs, to strengthen the American merchant marine.
  • B. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • C. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • D. Merchant Marine Act of 1936
    The Merchant Marine Act of 1936 is a U.S. federal law that established policies and programs to develop and maintain a strong American merchant marine for commerce and national defense.
  • E. Transportation Security Improvement Act
    The Transportation Security Improvement Act is a U.S. federal law component focused on enhancing and reforming transportation security measures across modes such as aviation, rail, and maritime.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdc314c88190b1b5953834bfce7b completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f3f4c508190bdc3d436d393daf9 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fc59a488190adbdf156aaff8c03 completed March 7, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac806a6d748190acc5cdfa8fb90a64 completed March 7, 2026, 7:45 p.m.
Created at: March 1, 2026, 7:46 p.m.