Triple
T13663796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Banos, California |
E327062
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Los Banos Police Department
The Los Banos Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Los Banos, California.
|
E1053468
|
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: Los Banos Police Department | Statement: [Los Banos, California, hasPublicService, Los Banos Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Banos Police Department Context triple: [Los Banos, California, hasPublicService, Los Banos Police Department]
-
A.
Moraga Police Department
The Moraga Police Department is the local law enforcement agency responsible for public safety and crime prevention in the town of Moraga, California.
-
B.
San Pablo Police Department
The San Pablo Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of San Pablo, California.
-
C.
Sebastopol Police Department
The Sebastopol Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Sebastopol, California.
-
D.
San Jose Police Department
The San Jose Police Department is the municipal law enforcement agency responsible for policing and public safety in the city of San Jose, California.
-
E.
Surprise Police Department
The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
- 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: Los Banos Police Department Triple: [Los Banos, California, hasPublicService, Los Banos Police Department]
Generated description
The Los Banos Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Los Banos, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Los Banos Police Department Target entity description: The Los Banos Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Los Banos, California.
-
A.
Moraga Police Department
The Moraga Police Department is the local law enforcement agency responsible for public safety and crime prevention in the town of Moraga, California.
-
B.
San Pablo Police Department
The San Pablo Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of San Pablo, California.
-
C.
Sebastopol Police Department
The Sebastopol Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Sebastopol, California.
-
D.
San Jose Police Department
The San Jose Police Department is the municipal law enforcement agency responsible for policing and public safety in the city of San Jose, California.
-
E.
Surprise Police Department
The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
- 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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc622a07c81909ef7fb55e719dd9a |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b0ac4c88190ab6f753c6847eb6e |
completed | May 3, 2026, 5:51 p.m. |
| NEDg | Description generation | batch_69f78cdf1a74819087b0370060ddfa99 |
completed | May 3, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78e00007c81909007a751fd4625c2 |
completed | May 3, 2026, 6:03 p.m. |
Created at: April 9, 2026, 9:52 p.m.