Triple
T14500567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley |
E359622
|
entity |
| Predicate | hasPrimarySchool |
P3445
|
FINISHED |
| Object |
Berkeley Public School
Berkeley Public School is a primary educational institution serving young students in the city of Berkeley.
|
E1102538
|
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: Berkeley Public School | Statement: [Berkeley, hasPrimarySchool, Berkeley Public School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Public School Context triple: [Berkeley, hasPrimarySchool, Berkeley Public School]
-
A.
Berkeley I School
Berkeley I School is the School of Information at the University of California, Berkeley, focusing on the study and design of information and data systems and their impact on individuals and society.
-
B.
Benicia Collegiate Institute
Benicia Collegiate Institute was a 19th-century educational institution in Benicia, California, known for educating future prominent figures such as U.S. Supreme Court Justice Joseph McKenna.
-
C.
Carlmont High School
Carlmont High School is a public secondary school serving students in the San Carlos area of the San Francisco Bay Peninsula in California.
-
D.
Oakland Technical High School
Oakland Technical High School is a public high school in Oakland, California, known for its diverse student body, strong academics, and notable alumni including NFL star Marshawn Lynch.
-
E.
Burlingame High School
Burlingame High School is a public secondary school serving students in the city of Burlingame, California.
- 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: Berkeley Public School Triple: [Berkeley, hasPrimarySchool, Berkeley Public School]
Generated description
Berkeley Public School is a primary educational institution serving young students in the city of Berkeley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Public School Target entity description: Berkeley Public School is a primary educational institution serving young students in the city of Berkeley.
-
A.
Berkeley I School
Berkeley I School is the School of Information at the University of California, Berkeley, focusing on the study and design of information and data systems and their impact on individuals and society.
-
B.
Benicia Collegiate Institute
Benicia Collegiate Institute was a 19th-century educational institution in Benicia, California, known for educating future prominent figures such as U.S. Supreme Court Justice Joseph McKenna.
-
C.
Carlmont High School
Carlmont High School is a public secondary school serving students in the San Carlos area of the San Francisco Bay Peninsula in California.
-
D.
Oakland Technical High School
Oakland Technical High School is a public high school in Oakland, California, known for its diverse student body, strong academics, and notable alumni including NFL star Marshawn Lynch.
-
E.
Burlingame High School
Burlingame High School is a public secondary school serving students in the city of Burlingame, California.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de94dfe484819086dd971606e6478e |
completed | April 14, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9b6f7481908b7eb76226a93545 |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6efed3108190a524c64adf740303 |
completed | May 8, 2026, 5:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f8648408190aed910a7f269abee |
completed | May 8, 2026, 5:07 a.m. |
Created at: April 10, 2026, 1:21 a.m.