Triple
T12482350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wrentham, Massachusetts |
E298342
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Wrentham Public Schools
Wrentham Public Schools is the public school district that provides primary and elementary education to students in the town of Wrentham, Massachusetts.
|
E985648
|
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: Wrentham Public Schools | Statement: [Wrentham, Massachusetts, hasSchoolDistrict, Wrentham Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wrentham Public Schools Context triple: [Wrentham, Massachusetts, hasSchoolDistrict, Wrentham Public Schools]
-
A.
Wachusett Regional School District
Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Hamilton-Wenham Regional School District
Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
-
D.
Weymouth Public Schools
Weymouth Public Schools is the public school district serving students in the town of Weymouth, Massachusetts.
-
E.
Wellesley Public Schools
Wellesley Public Schools is the public school district serving the town of Wellesley, Massachusetts, providing K–12 education to local students.
- 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: Wrentham Public Schools Triple: [Wrentham, Massachusetts, hasSchoolDistrict, Wrentham Public Schools]
Generated description
Wrentham Public Schools is the public school district that provides primary and elementary education to students in the town of Wrentham, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wrentham Public Schools Target entity description: Wrentham Public Schools is the public school district that provides primary and elementary education to students in the town of Wrentham, Massachusetts.
-
A.
Wachusett Regional School District
Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
-
B.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
C.
Hamilton-Wenham Regional School District
Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
-
D.
Weymouth Public Schools
Weymouth Public Schools is the public school district serving students in the town of Weymouth, Massachusetts.
-
E.
Wellesley Public Schools
Wellesley Public Schools is the public school district serving the town of Wellesley, Massachusetts, providing K–12 education to local students.
- 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dcef6548190a6d29375bdabd17d |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f29307c8190b024d889d45ba9f7 |
completed | May 2, 2026, 6:15 p.m. |
| NEDg | Description generation | batch_69f6437e88c881909b7f1d55c11b0825 |
completed | May 2, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f644464c0c8190a8d4ea4914d32e7f |
completed | May 2, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:56 p.m.