Triple
T8443677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cleghorn |
E199612
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Fitchburg Public Schools
Fitchburg Public Schools is the public school district serving the city of Fitchburg, Massachusetts, providing K–12 education to local students across multiple schools.
|
E734575
|
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: Fitchburg Public Schools | Statement: [Cleghorn, schoolDistrict, Fitchburg Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fitchburg Public Schools Context triple: [Cleghorn, schoolDistrict, Fitchburg Public Schools]
-
A.
Fitchburg High School
Fitchburg High School is a public secondary school serving students in grades 9–12 in the city of Fitchburg, Massachusetts.
-
B.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
-
C.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
-
D.
Foxborough Public Schools
Foxborough Public Schools is the public school district that serves students in the town of Foxborough, Massachusetts.
-
E.
Brockton Public Schools
Brockton Public Schools is the public school district serving students in the city of Brockton, 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: Fitchburg Public Schools Triple: [Cleghorn, schoolDistrict, Fitchburg Public Schools]
Generated description
Fitchburg Public Schools is the public school district serving the city of Fitchburg, Massachusetts, providing K–12 education to local students across multiple schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fitchburg Public Schools Target entity description: Fitchburg Public Schools is the public school district serving the city of Fitchburg, Massachusetts, providing K–12 education to local students across multiple schools.
-
A.
Fitchburg High School
Fitchburg High School is a public secondary school serving students in grades 9–12 in the city of Fitchburg, Massachusetts.
-
B.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
-
C.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
-
D.
Foxborough Public Schools
Foxborough Public Schools is the public school district that serves students in the town of Foxborough, Massachusetts.
-
E.
Brockton Public Schools
Brockton Public Schools is the public school district serving students in the city of Brockton, 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_69ca83170f9081909cd98f55614c6476 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe3122cfc8190ac6103fa4e4a7c45 |
completed | March 31, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1dac8cb08190b74985a6ba3c938f |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1f3729e4819084600862b53c94a8 |
completed | April 2, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fdde53c8190b356950f878b6b70 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.