Triple
T5218423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gilbert, Arizona |
E117808
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Higley Unified School District
Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
|
E502824
|
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: Higley Unified School District | Statement: [Gilbert, Arizona, hasEducationalInstitution, Higley Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higley Unified School District Context triple: [Gilbert, Arizona, hasEducationalInstitution, Higley Unified School District]
-
A.
Glendale Unified School District
Glendale Unified School District is a public school district serving the educational needs of students in and around Glendale, California, through a network of elementary, middle, and high schools.
-
B.
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.
-
C.
Salt River Schools
Salt River Schools is the education system serving the Salt River Pima-Maricopa Indian Community, providing culturally grounded academic programs for its students.
-
D.
Chino Valley Unified School District
Chino Valley Unified School District is a public school district serving students in Chino Hills and surrounding communities in San Bernardino County, California.
-
E.
Woodland Hills School District
Woodland Hills School District is a public school district serving students in the eastern suburbs of Pittsburgh, Pennsylvania.
- 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: Higley Unified School District Triple: [Gilbert, Arizona, hasEducationalInstitution, Higley Unified School District]
Generated description
Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higley Unified School District Target entity description: Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
-
A.
Glendale Unified School District
Glendale Unified School District is a public school district serving the educational needs of students in and around Glendale, California, through a network of elementary, middle, and high schools.
-
B.
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.
-
C.
Salt River Schools
Salt River Schools is the education system serving the Salt River Pima-Maricopa Indian Community, providing culturally grounded academic programs for its students.
-
D.
Chino Valley Unified School District
Chino Valley Unified School District is a public school district serving students in Chino Hills and surrounding communities in San Bernardino County, California.
-
E.
Woodland Hills School District
Woodland Hills School District is a public school district serving students in the eastern suburbs of Pittsburgh, Pennsylvania.
- 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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a96d49c8190a58726a57edebdcc |
completed | March 20, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefebe3b081909f3fe50cf3d73653 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0bfd76c8190ab48fed23b21c70b |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef168c2088190bba7fce5219b0d1f |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:48 p.m.