Triple
T19899116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berwyn Heights, Maryland |
E478233
|
entity |
| Predicate | hasPublicSchool |
P113
|
FINISHED |
| Object |
Berwyn Heights Elementary School
Berwyn Heights Elementary School is a public primary school serving the local community of Berwyn Heights in Prince George's County, Maryland.
|
E1401422
|
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: Berwyn Heights Elementary School | Statement: [Berwyn Heights, Maryland, hasPublicSchool, Berwyn Heights Elementary School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berwyn Heights Elementary School Context triple: [Berwyn Heights, Maryland, hasPublicSchool, Berwyn Heights Elementary School]
-
A.
Berwyn South School District 100
Berwyn South School District 100 is a public school district serving elementary and middle school students in the southern portion of Berwyn, Illinois.
-
B.
Oakbrook Elementary School
Oakbrook Elementary School is a public elementary school in Washington State that serves young students as part of the Clover Park School District.
-
C.
Shawnee Heights Elementary School
Shawnee Heights Elementary School is a public elementary school serving early-grade students in the Shawnee Heights Unified School District 450 in Kansas.
-
D.
Winsor Hill Elementary School
Winsor Hill Elementary School is a public primary school serving young students in the town of Johnston, Rhode Island.
-
E.
Arbor Hills Junior High School
Arbor Hills Junior High School is a middle-level public school serving adolescents in the Sylvania Schools district in Ohio.
- 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: Berwyn Heights Elementary School Triple: [Berwyn Heights, Maryland, hasPublicSchool, Berwyn Heights Elementary School]
Generated description
Berwyn Heights Elementary School is a public primary school serving the local community of Berwyn Heights in Prince George's County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berwyn Heights Elementary School Target entity description: Berwyn Heights Elementary School is a public primary school serving the local community of Berwyn Heights in Prince George's County, Maryland.
-
A.
Berwyn South School District 100
Berwyn South School District 100 is a public school district serving elementary and middle school students in the southern portion of Berwyn, Illinois.
-
B.
Oakbrook Elementary School
Oakbrook Elementary School is a public elementary school in Washington State that serves young students as part of the Clover Park School District.
-
C.
Shawnee Heights Elementary School
Shawnee Heights Elementary School is a public elementary school serving early-grade students in the Shawnee Heights Unified School District 450 in Kansas.
-
D.
Winsor Hill Elementary School
Winsor Hill Elementary School is a public primary school serving young students in the town of Johnston, Rhode Island.
-
E.
Arbor Hills Junior High School
Arbor Hills Junior High School is a middle-level public school serving adolescents in the Sylvania Schools district in Ohio.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6593fbb348190afa7acf45af406ed |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea42b8c88190922819539e4b640b |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07eaffbc748190b33574e2868f94c5 |
completed | May 16, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eb617a3c8190a0538feb7bc962cd |
completed | May 16, 2026, 3:58 a.m. |
Created at: April 10, 2026, 1:52 p.m.