Triple
T2524931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester-by-the-Sea, Massachusetts |
E56010
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Manchester Essex Regional Middle School
Manchester Essex Regional Middle School is a public middle school serving students from the coastal communities of Manchester-by-the-Sea and Essex in Massachusetts.
|
E273894
|
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: Manchester Essex Regional Middle School | Statement: [Manchester-by-the-Sea, Massachusetts, hasMiddleSchool, Manchester Essex Regional Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manchester Essex Regional Middle School Context triple: [Manchester-by-the-Sea, Massachusetts, hasMiddleSchool, Manchester Essex Regional Middle School]
-
A.
Chelsea Middle School
Chelsea Middle School is a public middle school serving students in the Chelsea community of Shelby County, Alabama.
-
B.
Oldfield Middle School
Oldfield Middle School is a public middle school serving students in the Harborfields Central School District in New York.
-
C.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
D.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
E.
Highcrest Middle School
Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois community.
- 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: Manchester Essex Regional Middle School Triple: [Manchester-by-the-Sea, Massachusetts, hasMiddleSchool, Manchester Essex Regional Middle School]
Generated description
Manchester Essex Regional Middle School is a public middle school serving students from the coastal communities of Manchester-by-the-Sea and Essex in Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manchester Essex Regional Middle School Target entity description: Manchester Essex Regional Middle School is a public middle school serving students from the coastal communities of Manchester-by-the-Sea and Essex in Massachusetts.
-
A.
Chelsea Middle School
Chelsea Middle School is a public middle school serving students in the Chelsea community of Shelby County, Alabama.
-
B.
Oldfield Middle School
Oldfield Middle School is a public middle school serving students in the Harborfields Central School District in New York.
-
C.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
D.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
E.
Highcrest Middle School
Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois community.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd252f1c88190ac93604542f80f49 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bacd4108190980b32c9fa302a72 |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af4413795481908f420ee7832c7b65 |
completed | March 9, 2026, 10:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4479ef6481908b0a74b5e989b6d0 |
completed | March 9, 2026, 10:06 p.m. |
Created at: March 6, 2026, 9:46 p.m.