Triple
T7089850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley Heights, New Jersey |
E165162
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Berkeley Heights Public Schools
Berkeley Heights Public Schools is the public school district that serves students in pre-kindergarten through twelfth grade in the suburban community of Berkeley Heights, New Jersey.
|
E640571
|
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 Heights Public Schools | Statement: [Berkeley Heights, New Jersey, hasSchoolDistrict, Berkeley Heights Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Heights Public Schools Context triple: [Berkeley Heights, New Jersey, hasSchoolDistrict, Berkeley Heights Public Schools]
-
A.
Weequahic High School
Weequahic High School is a historic public high school in Newark, New Jersey, known for its strong academic traditions and deep ties to the local Weequahic neighborhood community.
-
B.
Florham Park School District
Florham Park School District is a public school system that provides elementary and middle school education to students in the suburban community of Florham Park, New Jersey.
-
C.
Glen Ridge Public Schools
Glen Ridge Public Schools is the public school district serving students in the suburban community of Glen Ridge in Essex County, New Jersey.
-
D.
Rancocas Valley Regional High School
Rancocas Valley Regional High School is a public high school in Mount Holly, New Jersey, known in part for producing Pro Football Hall of Famer Franco Harris.
-
E.
South Orange-Maplewood School District
The South Orange-Maplewood School District is a public school system in New Jersey that serves students from the neighboring communities of South Orange and Maplewood.
- 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 Heights Public Schools Triple: [Berkeley Heights, New Jersey, hasSchoolDistrict, Berkeley Heights Public Schools]
Generated description
Berkeley Heights Public Schools is the public school district that serves students in pre-kindergarten through twelfth grade in the suburban community of Berkeley Heights, New Jersey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Heights Public Schools Target entity description: Berkeley Heights Public Schools is the public school district that serves students in pre-kindergarten through twelfth grade in the suburban community of Berkeley Heights, New Jersey.
-
A.
Weequahic High School
Weequahic High School is a historic public high school in Newark, New Jersey, known for its strong academic traditions and deep ties to the local Weequahic neighborhood community.
-
B.
Florham Park School District
Florham Park School District is a public school system that provides elementary and middle school education to students in the suburban community of Florham Park, New Jersey.
-
C.
Glen Ridge Public Schools
Glen Ridge Public Schools is the public school district serving students in the suburban community of Glen Ridge in Essex County, New Jersey.
-
D.
Rancocas Valley Regional High School
Rancocas Valley Regional High School is a public high school in Mount Holly, New Jersey, known in part for producing Pro Football Hall of Famer Franco Harris.
-
E.
South Orange-Maplewood School District
The South Orange-Maplewood School District is a public school system in New Jersey that serves students from the neighboring communities of South Orange and Maplewood.
- 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_69c6887d98408190912b9580666b0c1d |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e52ec0348190ac090c2fee3edfb8 |
completed | March 27, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7948cb3d48190993134d709924e3d |
completed | March 28, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69c7962ec0bc8190a9223ebb245d0914 |
completed | March 28, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79709ed808190a9f09f5350ba2ffd |
completed | March 28, 2026, 8:53 a.m. |
Created at: March 27, 2026, 2:41 p.m.