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.