Triple
T17404625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Under Secretary of Defense for Research and Engineering |
E423179
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
DoD Federally Funded Research and Development Centers (at the policy level)
DoD Federally Funded Research and Development Centers (at the policy level) are government-sponsored, nonprofit research organizations that provide long-term, strategic scientific and engineering expertise to support the Department of Defense’s most complex and sensitive national security missions.
|
E1267049
|
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: DoD Federally Funded Research and Development Centers (at the policy level) | Statement: [Under Secretary of Defense for Research and Engineering, oversees, DoD Federally Funded Research and Development Centers (at the policy level)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DoD Federally Funded Research and Development Centers (at the policy level) Context triple: [Under Secretary of Defense for Research and Engineering, oversees, DoD Federally Funded Research and Development Centers (at the policy level)]
-
A.
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.
-
B.
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.
-
C.
National Cybersecurity FFRDC
The National Cybersecurity FFRDC is a federally funded research and development center in the United States that provides independent cybersecurity research, engineering, and technical expertise to support government agencies in securing national information systems and critical infrastructure.
-
D.
Total Force concept of the United States Department of Defense
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
-
E.
Office of the Director of Defense Research and Engineering
The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
- 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: DoD Federally Funded Research and Development Centers (at the policy level) Triple: [Under Secretary of Defense for Research and Engineering, oversees, DoD Federally Funded Research and Development Centers (at the policy level)]
Generated description
DoD Federally Funded Research and Development Centers (at the policy level) are government-sponsored, nonprofit research organizations that provide long-term, strategic scientific and engineering expertise to support the Department of Defense’s most complex and sensitive national security missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DoD Federally Funded Research and Development Centers (at the policy level) Target entity description: DoD Federally Funded Research and Development Centers (at the policy level) are government-sponsored, nonprofit research organizations that provide long-term, strategic scientific and engineering expertise to support the Department of Defense’s most complex and sensitive national security missions.
-
A.
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.
-
B.
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.
-
C.
National Cybersecurity FFRDC
The National Cybersecurity FFRDC is a federally funded research and development center in the United States that provides independent cybersecurity research, engineering, and technical expertise to support government agencies in securing national information systems and critical infrastructure.
-
D.
Total Force concept of the United States Department of Defense
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
-
E.
Office of the Director of Defense Research and Engineering
The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
- 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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43b068248819088871d79f8a38f30 |
completed | April 19, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7f76c208190b9b8db227507c045 |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01a8a927fc8190853a276107be3e70 |
completed | May 11, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a903b384819094244a302d48220d |
completed | May 11, 2026, 10:01 a.m. |
Created at: April 10, 2026, 5:45 a.m.