Triple
T20757749
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley Fire Department |
E510891
|
entity |
| Predicate | followsStandard |
P1587
|
FINISHED |
| Object |
California fire code
The California fire code is a statewide set of regulations governing fire safety, prevention, and building standards designed to protect life and property across California.
|
E1448232
|
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: California fire code | Statement: [Berkeley Fire Department, followsStandard, California fire code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California fire code Context triple: [Berkeley Fire Department, followsStandard, California fire code]
-
A.
California Mechanical Code
The California Mechanical Code is a statewide building standard that regulates the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in California.
-
B.
California Residential Code
The California Residential Code is a statewide building code that sets minimum standards for the design, construction, and safety of one- and two-family dwellings and townhouses in California.
-
C.
California Financial Code
The California Financial Code is a body of state statutory law that regulates financial institutions and financial services activities within California.
-
D.
California Code of Regulations
The California Code of Regulations is the official compilation of administrative rules and regulations issued by California’s state agencies to implement and interpret state law.
-
E.
California Codes
California Codes are the comprehensive collection of codified laws that govern the state of California across various legal domains, including government, civil, penal, and other statutory areas.
- 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: California fire code Triple: [Berkeley Fire Department, followsStandard, California fire code]
Generated description
The California fire code is a statewide set of regulations governing fire safety, prevention, and building standards designed to protect life and property across California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California fire code Target entity description: The California fire code is a statewide set of regulations governing fire safety, prevention, and building standards designed to protect life and property across California.
-
A.
California Mechanical Code
The California Mechanical Code is a statewide building standard that regulates the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in California.
-
B.
California Residential Code
The California Residential Code is a statewide building code that sets minimum standards for the design, construction, and safety of one- and two-family dwellings and townhouses in California.
-
C.
California Financial Code
The California Financial Code is a body of state statutory law that regulates financial institutions and financial services activities within California.
-
D.
California Code of Regulations
The California Code of Regulations is the official compilation of administrative rules and regulations issued by California’s state agencies to implement and interpret state law.
-
E.
California Codes
California Codes are the comprehensive collection of codified laws that govern the state of California across various legal domains, including government, civil, penal, and other statutory areas.
- 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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2464fb08190b6b141ca12d9f3f4 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e84a82308190b3c146c79549dba4 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e8df60c88190803590abd75b3e43 |
completed | May 16, 2026, 9:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e95f05088190b5934f067c5dd7b7 |
completed | May 16, 2026, 10:02 p.m. |
Created at: April 16, 2026, 12:35 p.m.