Triple
T3582391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Menlo Park City Council |
E75828
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
municipal code of Menlo Park
The municipal code of Menlo Park is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within Menlo Park, California.
|
E371075
|
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 Menlo Park | Statement: [Menlo Park City Council, uses, municipal code of Menlo Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal code of Menlo Park Context triple: [Menlo Park City Council, uses, municipal code of Menlo Park]
-
A.
Menlo Park City Council
Menlo Park City Council is the elected legislative and policy-making body that governs the city of Menlo Park, 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.
Oakland Municipal Code
The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
-
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 Menlo Park Triple: [Menlo Park City Council, uses, municipal code of Menlo Park]
Generated description
The municipal code of Menlo Park is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within Menlo Park, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal code of Menlo Park Target entity description: The municipal code of Menlo Park is the body of local laws and regulations that governs city operations, land use, public safety, and community standards within Menlo Park, California.
-
A.
Menlo Park City Council
Menlo Park City Council is the elected legislative and policy-making body that governs the city of Menlo Park, 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.
Oakland Municipal Code
The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
-
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_69ad85d6dc3c8190b491b79b83e25461 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc102cb2881908fa4dc1bf6fa5961 |
completed | March 8, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b402f36b2481909d4716e72a696e0d |
completed | March 13, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69b403b9e7ac8190917e7313279b1c46 |
completed | March 13, 2026, 12:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4086f6da4819084778dffa33ef116 |
completed | March 13, 2026, 12:51 p.m. |
Created at: March 8, 2026, 3:21 p.m.