Triple
T23255002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ukiah City Council |
E581841
|
entity |
| Predicate | appliesLaw |
P125
|
FINISHED |
| Object |
Ukiah Municipal Code
The Ukiah Municipal Code is the body of local laws and regulations governing the City of Ukiah, California.
|
E1576992
|
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: Ukiah Municipal Code | Statement: [Ukiah City Council, appliesLaw, Ukiah Municipal Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ukiah Municipal Code Context triple: [Ukiah City Council, appliesLaw, Ukiah Municipal Code]
-
A.
City of Kenai municipal code
The City of Kenai municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and community standards within the City of Kenai, Alaska.
-
B.
Suisun City municipal code
The Suisun City municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and other civic matters within Suisun City, California.
-
C.
Oakland Municipal Code
The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
-
D.
City of Albany municipal code
The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
-
E.
Unalaska City Code
Unalaska City Code is the body of municipal laws and regulations that governs the operations, policies, and public conduct within the City of Unalaska, Alaska.
- 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: Ukiah Municipal Code Triple: [Ukiah City Council, appliesLaw, Ukiah Municipal Code]
Generated description
The Ukiah Municipal Code is the body of local laws and regulations governing the City of Ukiah, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ukiah Municipal Code Target entity description: The Ukiah Municipal Code is the body of local laws and regulations governing the City of Ukiah, California.
-
A.
City of Kenai municipal code
The City of Kenai municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and community standards within the City of Kenai, Alaska.
-
B.
Suisun City municipal code
The Suisun City municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and other civic matters within Suisun City, California.
-
C.
Oakland Municipal Code
The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
-
D.
City of Albany municipal code
The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
-
E.
Unalaska City Code
Unalaska City Code is the body of municipal laws and regulations that governs the operations, policies, and public conduct within the City of Unalaska, Alaska.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193fadac881908579b5729718ee41 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f6a050c81908242087190a5a42e |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c40297d3c8190b366b60cec3dbbf8 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40ffd67481908931ffc2d91fb02b |
completed | May 19, 2026, 10:52 a.m. |
Created at: April 17, 2026, 4:11 p.m.