Triple
T4528962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bullhead City, Arizona |
E106246
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Colorado River Union High School District
Colorado River Union High School District is a public school district serving high school students in and around Bullhead City in northwestern Arizona.
|
E449310
|
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: Colorado River Union High School District | Statement: [Bullhead City, Arizona, hasSchoolDistrict, Colorado River Union High School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colorado River Union High School District Context triple: [Bullhead City, Arizona, hasSchoolDistrict, Colorado River Union High School District]
-
A.
Cottonwood-Oak Creek School District
Cottonwood-Oak Creek School District is a public school district serving elementary and middle school students in and around Cottonwood, Arizona.
-
B.
Cherry Creek School District
Cherry Creek School District is a large public school district in the Denver metropolitan area of Colorado, known for its high academic performance and comprehensive educational programs.
-
C.
Reed Union School District
Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
-
D.
Placer Union High School District
Placer Union High School District is a public school district in Placer County, California, that operates several high schools serving communities in the Sierra foothills region.
-
E.
Val Verde Unified School District
Val Verde Unified School District is a public school district in Riverside County, California, that operates schools serving students in and around Moreno Valley.
- 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: Colorado River Union High School District Triple: [Bullhead City, Arizona, hasSchoolDistrict, Colorado River Union High School District]
Generated description
Colorado River Union High School District is a public school district serving high school students in and around Bullhead City in northwestern Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colorado River Union High School District Target entity description: Colorado River Union High School District is a public school district serving high school students in and around Bullhead City in northwestern Arizona.
-
A.
Cottonwood-Oak Creek School District
Cottonwood-Oak Creek School District is a public school district serving elementary and middle school students in and around Cottonwood, Arizona.
-
B.
Cherry Creek School District
Cherry Creek School District is a large public school district in the Denver metropolitan area of Colorado, known for its high academic performance and comprehensive educational programs.
-
C.
Reed Union School District
Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
-
D.
Placer Union High School District
Placer Union High School District is a public school district in Placer County, California, that operates several high schools serving communities in the Sierra foothills region.
-
E.
Val Verde Unified School District
Val Verde Unified School District is a public school district in Riverside County, California, that operates schools serving students in and around Moreno Valley.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd5779593081908593537b9239e01b |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bda45eadd0819093429e14c88a161d |
completed | March 20, 2026, 7:47 p.m. |
| NEDg | Description generation | batch_69bda4e4f5a081908892c4363b3a4989 |
completed | March 20, 2026, 7:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bda556d4188190a00d6e6259139c10 |
completed | March 20, 2026, 7:51 p.m. |
Created at: March 20, 2026, 1:03 p.m.