Triple
T6732115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fremont Unified School District |
E153656
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Walters Middle School
Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
|
E616401
|
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: Walters Middle School | Statement: [Fremont Unified School District, hasMiddleSchool, Walters Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walters Middle School Context triple: [Fremont Unified School District, hasMiddleSchool, Walters Middle School]
-
A.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
B.
John W. Wynn Middle School
John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
-
C.
Elwood Middle School
Elwood Middle School is a public middle school in the Elwood Union Free School District in New York, serving students in the intermediate grades before high school.
-
D.
Wilson Middle School
Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
- 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: Walters Middle School Triple: [Fremont Unified School District, hasMiddleSchool, Walters Middle School]
Generated description
Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walters Middle School Target entity description: Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
-
A.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
B.
John W. Wynn Middle School
John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
-
C.
Elwood Middle School
Elwood Middle School is a public middle school in the Elwood Union Free School District in New York, serving students in the intermediate grades before high school.
-
D.
Wilson Middle School
Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
- 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.