Triple
T2224829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calistoga City Council |
E48624
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
municipal code of Calistoga
The municipal code of Calistoga is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within the City of Calistoga, California.
|
E244809
|
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: municipal code of Calistoga | Statement: [Calistoga City Council, legalBasis, municipal code of Calistoga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal code of Calistoga Context triple: [Calistoga City Council, legalBasis, municipal code of Calistoga]
-
A.
Calistoga City Council
The Calistoga City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in Calistoga, California.
-
B.
San Francisco Municipal Code
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
-
C.
California Government Code
The California Government Code is a comprehensive collection of state statutes that organizes and regulates the structure, powers, and procedures of California’s state and local government.
-
D.
San Francisco Administrative Code
The San Francisco Administrative Code is the body of local laws and regulations that organizes and governs the structure, procedures, and operations of San Francisco’s city government and its agencies.
-
E.
Los Angeles Municipal Code
The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
- 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: municipal code of Calistoga Triple: [Calistoga City Council, legalBasis, municipal code of Calistoga]
Generated description
The municipal code of Calistoga is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within the City of Calistoga, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal code of Calistoga Target entity description: The municipal code of Calistoga is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within the City of Calistoga, California.
-
A.
Calistoga City Council
The Calistoga City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in Calistoga, California.
-
B.
San Francisco Municipal Code
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
-
C.
California Government Code
The California Government Code is a comprehensive collection of state statutes that organizes and regulates the structure, powers, and procedures of California’s state and local government.
-
D.
San Francisco Administrative Code
The San Francisco Administrative Code is the body of local laws and regulations that organizes and governs the structure, procedures, and operations of San Francisco’s city government and its agencies.
-
E.
Los Angeles Municipal Code
The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
- 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_69a88aa51b388190949868ec9766e587 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc03ec3788190b5ae32201364f7ab |
completed | March 7, 2026, 6:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6562c9448190b53c068c900bf0bf |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae667ee2fc8190b9e96d8b10d90ab1 |
completed | March 9, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66d8ba688190a2102c00fc6231c4 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:47 p.m.