Triple
T21320899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Tan Valley, Arizona |
E525610
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Florence Unified School District
Florence Unified School District is a public school district in central Arizona that operates multiple K–12 schools serving students in and around the San Tan Valley area.
|
E1477980
|
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: Florence Unified School District | Statement: [San Tan Valley, Arizona, hasEducationalInstitution, Florence Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence Unified School District Context triple: [San Tan Valley, Arizona, hasEducationalInstitution, Florence Unified School District]
-
A.
Waterford Unified School District
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
-
B.
Ravenna School District
Ravenna School District is a public school system serving students in the Ravenna area of northeastern Ohio.
-
C.
Rialto Unified School District
Rialto Unified School District is a public school district serving students in the city of Rialto and surrounding areas in San Bernardino County, California.
-
D.
Dublin Unified School District
Dublin Unified School District is a public school district serving the educational needs of students in the city of Dublin in Alameda County, California.
-
E.
Fresno Unified School District
Fresno Unified School District is a large public school district in Fresno, California, responsible for operating numerous K–12 schools and serving one of the state’s largest student populations.
- 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: Florence Unified School District Triple: [San Tan Valley, Arizona, hasEducationalInstitution, Florence Unified School District]
Generated description
Florence Unified School District is a public school district in central Arizona that operates multiple K–12 schools serving students in and around the San Tan Valley area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence Unified School District Target entity description: Florence Unified School District is a public school district in central Arizona that operates multiple K–12 schools serving students in and around the San Tan Valley area.
-
A.
Waterford Unified School District
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
-
B.
Ravenna School District
Ravenna School District is a public school system serving students in the Ravenna area of northeastern Ohio.
-
C.
Rialto Unified School District
Rialto Unified School District is a public school district serving students in the city of Rialto and surrounding areas in San Bernardino County, California.
-
D.
Dublin Unified School District
Dublin Unified School District is a public school district serving the educational needs of students in the city of Dublin in Alameda County, California.
-
E.
Fresno Unified School District
Fresno Unified School District is a large public school district in Fresno, California, responsible for operating numerous K–12 schools and serving one of the state’s largest student populations.
- 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e77ed1538c8190954da114e49dfa36 |
completed | April 21, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ee48a0881909edd40cde83d10c5 |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099fa8142c819090f4521e39157cf0 |
completed | May 17, 2026, 10:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a0b6374c8190bfea2d9a3c02a69b |
completed | May 17, 2026, 11:04 a.m. |
Created at: April 16, 2026, 4:39 p.m.