Triple

T11729212
Position Surface form Disambiguated ID Type / Status
Subject Public Law 99-145 E278855 entity
Predicate hasTitle P38 FINISHED
Object Title II—Research, Development, Test, and Evaluation
Title II—Research, Development, Test, and Evaluation is a section of U.S. defense authorization legislation that governs funding and policy for military research, development, testing, and evaluation programs.
E943137 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 II—Research, Development, Test, and Evaluation | Statement: [Public Law 99-145, hasTitle, Title II—Research, Development, Test, and Evaluation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II—Research, Development, Test, and Evaluation
Context triple: [Public Law 99-145, hasTitle, Title II—Research, Development, Test, and Evaluation]
  • A. Office of the Director of Operational Test and Evaluation
    The Office of the Director of Operational Test and Evaluation is a U.S. Department of Defense organization responsible for independently assessing the effectiveness, suitability, and survivability of military systems through rigorous operational testing.
  • B. Joint Concept Development and Experimentation Directorate
    The Joint Concept Development and Experimentation Directorate was a U.S. Joint Forces Command organization responsible for developing, testing, and refining joint military concepts and capabilities through experimentation and analysis.
  • C. Department of Defense University Research Initiatives
    The Department of Defense University Research Initiatives is a U.S. defense program that funds multidisciplinary, long-term basic research at universities to advance cutting-edge science and technology relevant to national security.
  • D. DoD research laboratories
    DoD research laboratories are U.S. Department of Defense scientific and engineering facilities that conduct advanced research, development, and testing to support military technologies and capabilities.
  • E. Office of Research and Development
    The Office of Research and Development is a specialized unit focused on planning, funding, and overseeing scientific and technological research initiatives within its parent organization.
  • 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 II—Research, Development, Test, and Evaluation
Triple: [Public Law 99-145, hasTitle, Title II—Research, Development, Test, and Evaluation]
Generated description
Title II—Research, Development, Test, and Evaluation is a section of U.S. defense authorization legislation that governs funding and policy for military research, development, testing, and evaluation programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II—Research, Development, Test, and Evaluation
Target entity description: Title II—Research, Development, Test, and Evaluation is a section of U.S. defense authorization legislation that governs funding and policy for military research, development, testing, and evaluation programs.
  • A. Office of the Director of Operational Test and Evaluation
    The Office of the Director of Operational Test and Evaluation is a U.S. Department of Defense organization responsible for independently assessing the effectiveness, suitability, and survivability of military systems through rigorous operational testing.
  • B. Joint Concept Development and Experimentation Directorate
    The Joint Concept Development and Experimentation Directorate was a U.S. Joint Forces Command organization responsible for developing, testing, and refining joint military concepts and capabilities through experimentation and analysis.
  • C. Department of Defense University Research Initiatives
    The Department of Defense University Research Initiatives is a U.S. defense program that funds multidisciplinary, long-term basic research at universities to advance cutting-edge science and technology relevant to national security.
  • D. DoD research laboratories
    DoD research laboratories are U.S. Department of Defense scientific and engineering facilities that conduct advanced research, development, and testing to support military technologies and capabilities.
  • E. Office of Research and Development
    The Office of Research and Development is a specialized unit focused on planning, funding, and overseeing scientific and technological research initiatives within its parent organization.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83e9efdc8190830f9b9cb5362b1c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b286e48190adf7224749f9a01c completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51a94508190ae3159ad4a9725c8 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.