Triple
T6481515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Licensing Division (Maryland State Police) |
E146403
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Maryland Public Safety Article
The Maryland Public Safety Article is a section of Maryland state law that organizes and governs matters related to public safety, including law enforcement powers, firearms regulation, and emergency management.
|
E596500
|
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: Maryland Public Safety Article | Statement: [Licensing Division (Maryland State Police), legalBasis, Maryland Public Safety Article]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Public Safety Article Context triple: [Licensing Division (Maryland State Police), legalBasis, Maryland Public Safety Article]
-
A.
Maryland Transportation Article
The Maryland Transportation Article is a comprehensive section of Maryland state law that governs transportation-related matters, including motor vehicles, highways, and related regulatory authority.
-
B.
Public Safety Education and Training Center in Sykesville, Maryland
The Public Safety Education and Training Center in Sykesville, Maryland is a comprehensive law enforcement and public safety training complex that serves as a primary academy and skills development facility for Maryland’s state and local agencies.
-
C.
Maryland Education Article
The Maryland Education Article is the section of Maryland state law that governs the organization, powers, and responsibilities of the public education system and its overseeing bodies.
-
D.
Maryland State Police Academy
The Maryland State Police Academy is the primary training institution where Maryland state troopers receive their law enforcement education, physical preparation, and professional development.
-
E.
Maryland State Police
The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
- 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: Maryland Public Safety Article Triple: [Licensing Division (Maryland State Police), legalBasis, Maryland Public Safety Article]
Generated description
The Maryland Public Safety Article is a section of Maryland state law that organizes and governs matters related to public safety, including law enforcement powers, firearms regulation, and emergency management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland Public Safety Article Target entity description: The Maryland Public Safety Article is a section of Maryland state law that organizes and governs matters related to public safety, including law enforcement powers, firearms regulation, and emergency management.
-
A.
Maryland Transportation Article
The Maryland Transportation Article is a comprehensive section of Maryland state law that governs transportation-related matters, including motor vehicles, highways, and related regulatory authority.
-
B.
Public Safety Education and Training Center in Sykesville, Maryland
The Public Safety Education and Training Center in Sykesville, Maryland is a comprehensive law enforcement and public safety training complex that serves as a primary academy and skills development facility for Maryland’s state and local agencies.
-
C.
Maryland Education Article
The Maryland Education Article is the section of Maryland state law that governs the organization, powers, and responsibilities of the public education system and its overseeing bodies.
-
D.
Maryland State Police Academy
The Maryland State Police Academy is the primary training institution where Maryland state troopers receive their law enforcement education, physical preparation, and professional development.
-
E.
Maryland State Police
The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
- 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_69c0090158c08190af0df9a2348d2d52 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a6b2e9881908b715573e7ba7458 |
completed | March 22, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653aceb8c8190aff0abf15b049737 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6559d06c8819082cad37d62fcb3a3 |
completed | March 27, 2026, 10:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6564e01748190a3a12abcc0dfd30f |
completed | March 27, 2026, 10:05 a.m. |
Created at: March 22, 2026, 4:51 p.m.