Triple
T3956534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natick, Massachusetts |
E85792
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Natick Public Schools
Natick Public Schools is the public school district serving students in the town of Natick, Massachusetts, across multiple elementary, middle, and high schools.
|
E404467
|
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: Natick Public Schools | Statement: [Natick, Massachusetts, hasPublicSchoolDistrict, Natick Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natick Public Schools Context triple: [Natick, Massachusetts, hasPublicSchoolDistrict, Natick Public Schools]
-
A.
Natick High School
Natick High School is a public secondary school serving students in grades 9–12 in the town of Natick, Massachusetts.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
-
D.
Lynnfield Public Schools
Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
-
E.
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.
- 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: Natick Public Schools Triple: [Natick, Massachusetts, hasPublicSchoolDistrict, Natick Public Schools]
Generated description
Natick Public Schools is the public school district serving students in the town of Natick, Massachusetts, across multiple elementary, middle, and high schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natick Public Schools Target entity description: Natick Public Schools is the public school district serving students in the town of Natick, Massachusetts, across multiple elementary, middle, and high schools.
-
A.
Natick High School
Natick High School is a public secondary school serving students in grades 9–12 in the town of Natick, Massachusetts.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
-
D.
Lynnfield Public Schools
Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
-
E.
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.
- 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef95bbb9c8190bd64c5b7ea2f341a |
completed | March 9, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53fff53b88190a268c90889f7b5b6 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b540eb53788190aa281ee38edc1729 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b541a55cb081909ec1f87a7553b6f2 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:31 p.m.