Triple
T6732113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fremont Unified School District |
E153656
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Horner Middle School
Horner Middle School is a public middle school in Fremont, California, serving students in grades 6–8 as part of the Fremont Unified School District.
|
E616399
|
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: Horner Middle School | Statement: [Fremont Unified School District, hasMiddleSchool, Horner Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horner Middle School Context triple: [Fremont Unified School District, hasMiddleSchool, Horner Middle School]
-
A.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
B.
Horn High School
Horn High School is a public secondary school serving students in the Mesquite, Texas area as part of the local independent school system.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Hermon Middle School
Hermon Middle School is a public middle school serving students in the town of Hermon, Maine.
-
E.
Ottoson Middle School
Ottoson Middle School is a public middle school in Arlington, Massachusetts, serving students in the Arlington Public Schools district.
- 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: Horner Middle School Triple: [Fremont Unified School District, hasMiddleSchool, Horner Middle School]
Generated description
Horner Middle School is a public middle school in Fremont, California, serving students in grades 6–8 as part of the Fremont Unified School District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Horner Middle School Target entity description: Horner Middle School is a public middle school in Fremont, California, serving students in grades 6–8 as part of the Fremont Unified School District.
-
A.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
B.
Horn High School
Horn High School is a public secondary school serving students in the Mesquite, Texas area as part of the local independent school system.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Hermon Middle School
Hermon Middle School is a public middle school serving students in the town of Hermon, Maine.
-
E.
Ottoson Middle School
Ottoson Middle School is a public middle school in Arlington, Massachusetts, serving students in the Arlington Public Schools district.
- 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_69c6880bdd68819097de8b6099992682 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d16a30888190ae474d90bb71ac49 |
completed | March 27, 2026, 6:50 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. |
Created at: March 27, 2026, 2:09 p.m.