Triple
T3219914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer, Massachusetts |
E67485
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Ayer Shirley Regional Middle School
Ayer Shirley Regional Middle School is a public middle school serving students from the Ayer-Shirley regional school district in Massachusetts.
|
E343073
|
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: Ayer Shirley Regional Middle School | Statement: [Ayer, Massachusetts, hasMiddleSchool, Ayer Shirley Regional Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayer Shirley Regional Middle School Context triple: [Ayer, Massachusetts, hasMiddleSchool, Ayer Shirley Regional Middle School]
-
A.
Sherwood Middle School
Sherwood Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Lake Region Middle School
Lake Region Middle School is a public middle school serving students in the Bridgton area of western Maine.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
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.
- 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: Ayer Shirley Regional Middle School Triple: [Ayer, Massachusetts, hasMiddleSchool, Ayer Shirley Regional Middle School]
Generated description
Ayer Shirley Regional Middle School is a public middle school serving students from the Ayer-Shirley regional school district in Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayer Shirley Regional Middle School Target entity description: Ayer Shirley Regional Middle School is a public middle school serving students from the Ayer-Shirley regional school district in Massachusetts.
-
A.
Sherwood Middle School
Sherwood Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Lake Region Middle School
Lake Region Middle School is a public middle school serving students in the Bridgton area of western Maine.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
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.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adab0ef2c88190ab89e3217438a2bf |
completed | March 8, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28e9479fc819092442f50d0b883f8 |
completed | March 12, 2026, 9:59 a.m. |
| NEDg | Description generation | batch_69b2966f189c8190bb56daea54be8a93 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6bf36988190b394766e9821047c |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:08 p.m.