Triple
T3219912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer, Massachusetts |
E67485
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Ayer Shirley Regional School District
Ayer Shirley Regional School District is a public school district serving the communities of Ayer and Shirley in Massachusetts.
|
E338191
|
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 School District | Statement: [Ayer, Massachusetts, hasPublicSchoolDistrict, Ayer Shirley Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayer Shirley Regional School District Context triple: [Ayer, Massachusetts, hasPublicSchoolDistrict, Ayer Shirley Regional School District]
-
A.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
B.
Blue Valley School District
Blue Valley School District is a highly regarded public school district in the Kansas City metropolitan area known for its strong academic performance and comprehensive K–12 educational programs.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Laurel School District
Laurel School District is the public school system serving students in the city of Laurel in southeastern Mississippi.
-
E.
Yorktown Central School District
Yorktown Central School District is a public school district serving students in the Town of Yorktown in Westchester County, New York.
- 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 School District Triple: [Ayer, Massachusetts, hasPublicSchoolDistrict, Ayer Shirley Regional School District]
Generated description
Ayer Shirley Regional School District is a public school district serving the communities of Ayer and Shirley in Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayer Shirley Regional School District Target entity description: Ayer Shirley Regional School District is a public school district serving the communities of Ayer and Shirley in Massachusetts.
-
A.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
B.
Blue Valley School District
Blue Valley School District is a highly regarded public school district in the Kansas City metropolitan area known for its strong academic performance and comprehensive K–12 educational programs.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Laurel School District
Laurel School District is the public school system serving students in the city of Laurel in southeastern Mississippi.
-
E.
Yorktown Central School District
Yorktown Central School District is a public school district serving students in the Town of Yorktown in Westchester County, New York.
- 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_69b2624a770881908f0a9415b6f74ee0 |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b2662274988190ae62791744df0562 |
completed | March 12, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b266bf6bf48190a4480bf9a699dae8 |
completed | March 12, 2026, 7:09 a.m. |
Created at: March 8, 2026, 3:08 p.m.