Triple
T8983206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swampscott, Massachusetts, United States |
E214585
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Swampscott Public Schools
Swampscott Public Schools is the public school district serving students in the coastal town of Swampscott, Massachusetts.
|
E772624
|
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: Swampscott Public Schools | Statement: [Swampscott, Massachusetts, United States, hasEducationalInstitution, Swampscott Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swampscott Public Schools Context triple: [Swampscott, Massachusetts, United States, hasEducationalInstitution, Swampscott Public Schools]
-
A.
Swampscott High School
Swampscott High School is a public secondary school serving students in the coastal town of Swampscott, Massachusetts.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Merrimack School District
Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
-
D.
Nauset Regional High School
Nauset Regional High School is a public secondary school serving students from several towns on Cape Cod, Massachusetts.
-
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: Swampscott Public Schools Triple: [Swampscott, Massachusetts, United States, hasEducationalInstitution, Swampscott Public Schools]
Generated description
Swampscott Public Schools is the public school district serving students in the coastal town of Swampscott, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swampscott Public Schools Target entity description: Swampscott Public Schools is the public school district serving students in the coastal town of Swampscott, Massachusetts.
-
A.
Swampscott High School
Swampscott High School is a public secondary school serving students in the coastal town of Swampscott, Massachusetts.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Merrimack School District
Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
-
D.
Nauset Regional High School
Nauset Regional High School is a public secondary school serving students from several towns on Cape Cod, Massachusetts.
-
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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67eb3cfc8190900a8253cc44621c |
completed | April 1, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb903e9c8190bc570a05154de2c5 |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdc8166708190b1c4efc675de1be9 |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdcfc28288190b849b3f0216a7e9a |
completed | April 3, 2026, 3:30 p.m. |
Created at: March 30, 2026, 7:03 p.m.