Triple
T13663795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Banos, California |
E327062
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Los Banos Unified School District
Los Banos Unified School District is a public school district that oversees and operates the K–12 public schools serving the community of Los Banos, California.
|
E1053467
|
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 Unified School District | Statement: [Los Banos, California, hasPublicService, Los Banos Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Banos Unified School District Context triple: [Los Banos, California, hasPublicService, Los Banos Unified School District]
-
A.
Alta Loma School District
Alta Loma School District is a public school district in California that operates elementary and middle schools serving the Alta Loma community in the city of Rancho Cucamonga.
-
B.
Duarte Unified School District
Duarte Unified School District is a public school district that serves students in the city of Duarte, California, providing K–12 education through its network of local schools.
-
C.
Las Virgenes Unified School District
Las Virgenes Unified School District is a public school district serving the communities of Calabasas and surrounding areas in western Los Angeles County, California, known for its high-performing schools and strong academic programs.
-
D.
Martinez Unified School District
Martinez Unified School District is a public school district serving students in and around the city of Martinez in Contra Costa County, California.
-
E.
Montecito Union School District
Montecito Union School District is a public elementary school district serving the community of Montecito, California, known for its high academic standards and small, community-focused schools.
- 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 Unified School District Triple: [Los Banos, California, hasPublicService, Los Banos Unified School District]
Generated description
Los Banos Unified School District is a public school district that oversees and operates the K–12 public schools serving the community of Los Banos, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Los Banos Unified School District Target entity description: Los Banos Unified School District is a public school district that oversees and operates the K–12 public schools serving the community of Los Banos, California.
-
A.
Alta Loma School District
Alta Loma School District is a public school district in California that operates elementary and middle schools serving the Alta Loma community in the city of Rancho Cucamonga.
-
B.
Duarte Unified School District
Duarte Unified School District is a public school district that serves students in the city of Duarte, California, providing K–12 education through its network of local schools.
-
C.
Las Virgenes Unified School District
Las Virgenes Unified School District is a public school district serving the communities of Calabasas and surrounding areas in western Los Angeles County, California, known for its high-performing schools and strong academic programs.
-
D.
Martinez Unified School District
Martinez Unified School District is a public school district serving students in and around the city of Martinez in Contra Costa County, California.
-
E.
Montecito Union School District
Montecito Union School District is a public elementary school district serving the community of Montecito, California, known for its high academic standards and small, community-focused schools.
- 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.