Triple
T18608384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonsall, California |
E454819
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Bonsall Unified School District
Bonsall Unified School District is a public school district serving students in and around the rural community of Bonsall in northern San Diego County, California.
|
E1333702
|
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: Bonsall Unified School District | Statement: [Bonsall, California, schoolDistrict, Bonsall Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonsall Unified School District Context triple: [Bonsall, California, schoolDistrict, Bonsall 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.
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.
-
C.
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.
-
D.
Sierra Sands Unified School District
Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
-
E.
Saddleback Valley Unified School District
Saddleback Valley Unified School District is a public school district in southern Orange County, California, serving students in Mission Viejo and several surrounding communities.
- 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: Bonsall Unified School District Triple: [Bonsall, California, schoolDistrict, Bonsall Unified School District]
Generated description
Bonsall Unified School District is a public school district serving students in and around the rural community of Bonsall in northern San Diego County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonsall Unified School District Target entity description: Bonsall Unified School District is a public school district serving students in and around the rural community of Bonsall in northern San Diego County, 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.
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.
-
C.
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.
-
D.
Sierra Sands Unified School District
Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
-
E.
Saddleback Valley Unified School District
Saddleback Valley Unified School District is a public school district in southern Orange County, California, serving students in Mission Viejo and several surrounding communities.
- 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54cff3be8819080ab20045bd18a4d |
completed | April 19, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050387fe1c8190b29d4f4ad6ec4d6e |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a0504a2ee3081908fd92ea5ace4f62c |
completed | May 13, 2026, 11:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505048ad081908ae23163a71a3c17 |
completed | May 13, 2026, 11:11 p.m. |
Created at: April 10, 2026, 11:45 a.m.