Triple
T4082188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sudbury, Massachusetts |
E87500
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Sudbury Public Schools
Sudbury Public Schools is the public school district that serves elementary and middle school students in the suburban community of Sudbury, Massachusetts.
|
E410990
|
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: Sudbury Public Schools | Statement: [Sudbury, Massachusetts, hasSchoolDistrict, Sudbury Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sudbury Public Schools Context triple: [Sudbury, Massachusetts, hasSchoolDistrict, Sudbury Public Schools]
-
A.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Medford Public Schools
Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
-
D.
Lincoln-Sudbury Regional High School
Lincoln-Sudbury Regional High School is a public high school serving students from the towns of Lincoln and Sudbury in Massachusetts, known for its strong academics and extracurricular programs.
-
E.
Malden Public Schools
Malden Public Schools is the public school district that serves students in the city of Malden, 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: Sudbury Public Schools Triple: [Sudbury, Massachusetts, hasSchoolDistrict, Sudbury Public Schools]
Generated description
Sudbury Public Schools is the public school district that serves elementary and middle school students in the suburban community of Sudbury, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sudbury Public Schools Target entity description: Sudbury Public Schools is the public school district that serves elementary and middle school students in the suburban community of Sudbury, Massachusetts.
-
A.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Medford Public Schools
Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
-
D.
Lincoln-Sudbury Regional High School
Lincoln-Sudbury Regional High School is a public high school serving students from the towns of Lincoln and Sudbury in Massachusetts, known for its strong academics and extracurricular programs.
-
E.
Malden Public Schools
Malden Public Schools is the public school district that serves students in the city of Malden, 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc77dab481909bcf197daf2def59 |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562c3e1b081908cd783d9399a751f |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5647cbad48190935cb9bdde3f6af0 |
completed | March 14, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b564e930e48190b8b95d3cae65dbd2 |
completed | March 14, 2026, 1:38 p.m. |
Created at: March 9, 2026, 3:39 p.m.