Triple
T19500118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duluth, Georgia |
E487879
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Berkeley Lake Elementary School
Berkeley Lake Elementary School is a public primary school serving students in the Duluth, Georgia area.
|
E1379574
|
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 Lake Elementary School | Statement: [Duluth, Georgia, hasEducationalInstitution, Berkeley Lake Elementary School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Lake Elementary School Context triple: [Duluth, Georgia, hasEducationalInstitution, Berkeley Lake Elementary School]
-
A.
Mill Lake Elementary School
Mill Lake Elementary School is a public primary school serving early-grade students in Monroe Township, New Jersey.
-
B.
Lakeside Elementary School
Lakeside Elementary School is a public elementary school in Coppell, Texas, serving early-grade students as part of the Coppell Independent School District.
-
C.
Butler Creek Elementary School
Butler Creek Elementary School is a public elementary school serving early-grade students in the Centennial School District in Oregon.
-
D.
Birch Meadow Elementary School
Birch Meadow Elementary School is a public primary school serving young students in the suburban community of Reading, Massachusetts.
-
E.
Orchard Hill Elementary School
Orchard Hill Elementary School is a public primary school serving young students in Montgomery Township, New Jersey.
- 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 Lake Elementary School Triple: [Duluth, Georgia, hasEducationalInstitution, Berkeley Lake Elementary School]
Generated description
Berkeley Lake Elementary School is a public primary school serving students in the Duluth, Georgia area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Lake Elementary School Target entity description: Berkeley Lake Elementary School is a public primary school serving students in the Duluth, Georgia area.
-
A.
Mill Lake Elementary School
Mill Lake Elementary School is a public primary school serving early-grade students in Monroe Township, New Jersey.
-
B.
Lakeside Elementary School
Lakeside Elementary School is a public elementary school in Coppell, Texas, serving early-grade students as part of the Coppell Independent School District.
-
C.
Butler Creek Elementary School
Butler Creek Elementary School is a public elementary school serving early-grade students in the Centennial School District in Oregon.
-
D.
Birch Meadow Elementary School
Birch Meadow Elementary School is a public primary school serving young students in the suburban community of Reading, Massachusetts.
-
E.
Orchard Hill Elementary School
Orchard Hill Elementary School is a public primary school serving young students in Montgomery Township, New Jersey.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6349462108190bb763b4e03bf000d |
completed | April 20, 2026, 2:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0747199f608190ad16737c7a49a089 |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a07479c05ac8190a4b68c5fd003f455 |
completed | May 15, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0747fb18888190864f858224aa9cb9 |
completed | May 15, 2026, 4:21 p.m. |
Created at: April 10, 2026, 1:40 p.m.