Triple
T3308172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Danvers |
E69501
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Danvers Public Schools
Danvers Public Schools is the public school district serving students in the town of Danvers, Massachusetts.
|
E345784
|
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: Danvers Public Schools | Statement: [Town of Danvers, hasSchoolDistrict, Danvers Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danvers Public Schools Context triple: [Town of Danvers, hasSchoolDistrict, Danvers Public Schools]
-
A.
Malden Public Schools
Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
-
B.
Dedham Public Schools
Dedham Public Schools is the public school district serving students in the town of Dedham, Massachusetts.
-
C.
Nauset Regional High School
Nauset Regional High School is a public secondary school serving students from several towns on Cape Cod, Massachusetts.
-
D.
Medford Public Schools
Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
-
E.
Lincoln-Sudbury Regional High School
Lincoln-Sudbury Regional High School is a public high school serving students from the towns of Lincoln and Sudbury in Massachusetts, known for its strong academics and extracurricular programs.
- 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: Danvers Public Schools Triple: [Town of Danvers, hasSchoolDistrict, Danvers Public Schools]
Generated description
Danvers Public Schools is the public school district serving students in the town of Danvers, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danvers Public Schools Target entity description: Danvers Public Schools is the public school district serving students in the town of Danvers, Massachusetts.
-
A.
Malden Public Schools
Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
-
B.
Dedham Public Schools
Dedham Public Schools is the public school district serving students in the town of Dedham, Massachusetts.
-
C.
Nauset Regional High School
Nauset Regional High School is a public secondary school serving students from several towns on Cape Cod, Massachusetts.
-
D.
Medford Public Schools
Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
-
E.
Lincoln-Sudbury Regional High School
Lincoln-Sudbury Regional High School is a public high school serving students from the towns of Lincoln and Sudbury in Massachusetts, known for its strong academics and extracurricular programs.
- 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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0cc15088190b51c311c6590df04 |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3edc0c081908a7f5c02fe18584b |
completed | March 12, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_69b2fa2ba81c8190bc86a855c59b7c2f |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b303a4cb4481908b56ee60765b5fac |
completed | March 12, 2026, 6:19 p.m. |
Created at: March 8, 2026, 3:11 p.m.