Triple

T13204810
Position Surface form Disambiguated ID Type / Status
Subject Public Law 85-864 E314330 entity
Predicate section P3120 FINISHED
Object Title IV – National Defense Fellowships
Title IV – National Defense Fellowships was a federal program established in the late 1950s to provide graduate-level fellowships aimed at strengthening the United States’ scientific, technical, and defense-related education and research capacity.
E1026774 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: Title IV – National Defense Fellowships | Statement: [Public Law 85-864, section, Title IV – National Defense Fellowships]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – National Defense Fellowships
Context triple: [Public Law 85-864, section, Title IV – National Defense Fellowships]
  • A. Title IV—Military Personnel Authorizations
    Title IV—Military Personnel Authorizations is a section of U.S. defense legislation that sets authorized end strengths and related personnel levels for the armed forces.
  • B. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • C. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • E. Title IV – Educational Research and Training
    Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
  • 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: Title IV – National Defense Fellowships
Triple: [Public Law 85-864, section, Title IV – National Defense Fellowships]
Generated description
Title IV – National Defense Fellowships was a federal program established in the late 1950s to provide graduate-level fellowships aimed at strengthening the United States’ scientific, technical, and defense-related education and research capacity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – National Defense Fellowships
Target entity description: Title IV – National Defense Fellowships was a federal program established in the late 1950s to provide graduate-level fellowships aimed at strengthening the United States’ scientific, technical, and defense-related education and research capacity.
  • A. Title IV—Military Personnel Authorizations
    Title IV—Military Personnel Authorizations is a section of U.S. defense legislation that sets authorized end strengths and related personnel levels for the armed forces.
  • B. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • C. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • E. Title IV – Educational Research and Training
    Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
  • 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_69d806aee7308190b70a237ba2a6e3e1 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c9b0cf08190a1d71cc94139539d completed April 10, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f60eee288190bdb3ed6110394e48 completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f76ade3c8190b46655f104a1ceaa completed May 3, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6f8530a048190b448c50bfa52c057 completed May 3, 2026, 7:25 a.m.
Created at: April 9, 2026, 9:17 p.m.