Triple
T4317303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peoria, Arizona |
E96423
|
entity |
| Predicate | servedBySchoolDistrict |
P226
|
FINISHED |
| Object |
Deer Valley Unified School District
Deer Valley Unified School District is a public school district in the northwestern Phoenix metropolitan area that operates numerous elementary, middle, and high schools serving students in and around Peoria, Arizona.
|
E430481
|
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: Deer Valley Unified School District | Statement: [Peoria, Arizona, servedBySchoolDistrict, Deer Valley Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deer Valley Unified School District Context triple: [Peoria, Arizona, servedBySchoolDistrict, Deer Valley Unified School District]
-
A.
Lucerne Valley Unified School District
Lucerne Valley Unified School District is a public school district serving the educational needs of students in the rural desert community of Lucerne Valley, California.
-
B.
Walnut Valley Unified School District
Walnut Valley Unified School District is a public school district in eastern Los Angeles County, California, known for its high-performing schools and strong academic reputation.
-
C.
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.
-
D.
Morongo Unified School District
Morongo Unified School District is a public school district serving students in Twentynine Palms and surrounding communities in the High Desert region of Southern California.
-
E.
Mount Diablo Unified School District
Mount Diablo Unified School District is a public school district serving students in Concord and surrounding communities in the East Bay region of California.
- 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: Deer Valley Unified School District Triple: [Peoria, Arizona, servedBySchoolDistrict, Deer Valley Unified School District]
Generated description
Deer Valley Unified School District is a public school district in the northwestern Phoenix metropolitan area that operates numerous elementary, middle, and high schools serving students in and around Peoria, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deer Valley Unified School District Target entity description: Deer Valley Unified School District is a public school district in the northwestern Phoenix metropolitan area that operates numerous elementary, middle, and high schools serving students in and around Peoria, Arizona.
-
A.
Lucerne Valley Unified School District
Lucerne Valley Unified School District is a public school district serving the educational needs of students in the rural desert community of Lucerne Valley, California.
-
B.
Walnut Valley Unified School District
Walnut Valley Unified School District is a public school district in eastern Los Angeles County, California, known for its high-performing schools and strong academic reputation.
-
C.
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.
-
D.
Morongo Unified School District
Morongo Unified School District is a public school district serving students in Twentynine Palms and surrounding communities in the High Desert region of Southern California.
-
E.
Mount Diablo Unified School District
Mount Diablo Unified School District is a public school district serving students in Concord and surrounding communities in the East Bay region of California.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350f733888190866611fcdea97a5f |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d085f78481909bb6dd55bf06d9d6 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d0f6d1d48190a3ecd1765043ac58 |
completed | March 14, 2026, 9:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d18381288190948a7a0c42dc8cbf |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:12 p.m.