Triple
T21003256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Department of Energy nuclear safety regulations |
E517347
|
entity |
| Predicate | implementedThrough |
P1417
|
FINISHED |
| Object |
DOE Manuals
DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
|
E1461913
|
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: DOE Manuals | Statement: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DOE Manuals Context triple: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
-
A.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
B.
DoD publications
DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
-
C.
Homeland Security Acquisition Manual
The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
-
D.
DOE-RL
DOE-RL is the U.S. Department of Energy’s Richland Operations Office responsible for overseeing environmental cleanup and management activities at the Hanford Site in Washington State.
-
E.
GAO Yellow Book
The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
- 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: DOE Manuals Triple: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
Generated description
DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DOE Manuals Target entity description: DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
-
A.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
B.
DoD publications
DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
-
C.
Homeland Security Acquisition Manual
The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
-
D.
DOE-RL
DOE-RL is the U.S. Department of Energy’s Richland Operations Office responsible for overseeing environmental cleanup and management activities at the Hanford Site in Washington State.
-
E.
GAO Yellow Book
The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
- 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_69e0b50192308190a284fcc89dd23a49 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc38b8688190860fba1b58e1b3e6 |
completed | April 21, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a093b563d148190a2c06e8550fa071e |
completed | May 17, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_6a093c1b09708190afd8e748dc4b3888 |
completed | May 17, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093c885164819093708d94e6fa6f95 |
completed | May 17, 2026, 3:56 a.m. |
Created at: April 16, 2026, 1:52 p.m.