Triple
T6732110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fremont Unified School District |
E153656
|
entity |
| Predicate | hasAdultSchool |
P113
|
FINISHED |
| Object |
Fremont Adult and Continuing Education
Fremont Adult and Continuing Education is an adult school in the Fremont Unified School District that offers continuing education, career training, and lifelong learning programs for adult learners.
|
E616396
|
NE FINISHED |
How this triple was built (5 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: Fremont Adult and Continuing Education | Statement: [Fremont Unified School District, hasAdultSchool, Fremont Adult and Continuing Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fremont Adult and Continuing Education Context triple: [Fremont Unified School District, hasAdultSchool, Fremont Adult and Continuing Education]
-
A.
Metropolitan Community College Fremont campus
Metropolitan Community College Fremont campus is a local branch of the Metropolitan Community College system in Fremont, Nebraska, offering community college programs and workforce training to area residents.
-
B.
School of Continuing Studies
The School of Continuing Studies is Georgetown University’s division dedicated to professional, graduate, and lifelong learning programs for working adults and non-traditional students.
-
C.
School of Continuing Education
The School of Continuing Education is a division of the American University in Cairo that offers professional development, language training, and lifelong learning programs for adult learners and working professionals.
-
D.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley region.
-
E.
School of Adult and Professional Studies
The School of Adult and Professional Studies is a division of Christian Brothers University that offers flexible, career-focused degree and certificate programs tailored to working adults and nontraditional students.
- 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: Fremont Adult and Continuing Education Triple: [Fremont Unified School District, hasAdultSchool, Fremont Adult and Continuing Education]
Generated description
Fremont Adult and Continuing Education is an adult school in the Fremont Unified School District that offers continuing education, career training, and lifelong learning programs for adult learners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fremont Adult and Continuing Education Target entity description: Fremont Adult and Continuing Education is an adult school in the Fremont Unified School District that offers continuing education, career training, and lifelong learning programs for adult learners.
-
A.
Metropolitan Community College Fremont campus
Metropolitan Community College Fremont campus is a local branch of the Metropolitan Community College system in Fremont, Nebraska, offering community college programs and workforce training to area residents.
-
B.
School of Continuing Studies
The School of Continuing Studies is Georgetown University’s division dedicated to professional, graduate, and lifelong learning programs for working adults and non-traditional students.
-
C.
School of Continuing Education
The School of Continuing Education is a division of the American University in Cairo that offers professional development, language training, and lifelong learning programs for adult learners and working professionals.
-
D.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley region.
-
E.
School of Adult and Professional Studies
The School of Adult and Professional Studies is a division of Christian Brothers University that offers flexible, career-focused degree and certificate programs tailored to working adults and nontraditional students.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAdultSchool Context triple: [Fremont Unified School District, hasAdultSchool, Fremont Adult and Continuing Education]
-
A.
hasSchool
chosen
Indicates that an entity possesses, is associated with, or is served by a particular school.
-
B.
hasHigherEducationAccess
Indicates that one entity has access to higher education opportunities or institutions relative to another entity or context.
-
C.
hasNotableHighSchool
Indicates that an entity is associated with a high school that is particularly notable or significant in some recognized way.
-
D.
hasSchoolYears
Indicates a relationship where an educational institution is associated with specific academic years or grade levels it offers or covers.
-
E.
educatedAt
Indicates that an entity received education or formal training at a specified institution or place of learning.
- F. None of above.
Provenance (6 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_69c6880bdd68819097de8b6099992682 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d354177481908ab3cf5437c095e2 |
completed | March 27, 2026, 6:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b0502d081909662028e2b40c7f3 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70ba06a5c81909b65b52d21d37104 |
completed | March 27, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70c755054819087d0db6f94d69eae |
completed | March 27, 2026, 11:02 p.m. |
| PD | Predicate disambiguation | batch_69c6d08e8a2c8190ae4e8d8c039be7ce |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:09 p.m.