Triple
T4487882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyngsborough, Massachusetts |
E107290
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Tyngsborough Middle School
Tyngsborough Middle School is a public middle school serving students in the town of Tyngsborough, Massachusetts.
|
E448986
|
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: Tyngsborough Middle School | Statement: [Tyngsborough, Massachusetts, hasMiddleSchool, Tyngsborough Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tyngsborough Middle School Context triple: [Tyngsborough, Massachusetts, hasMiddleSchool, Tyngsborough Middle School]
-
A.
Tyngsborough High School
Tyngsborough High School is a public secondary school serving students in the town of Tyngsborough, Massachusetts.
-
B.
Tyngsborough Public Schools
Tyngsborough Public Schools is the public school district serving students in the town of Tyngsborough, Massachusetts.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Tewksbury Memorial High School
Tewksbury Memorial High School is the public secondary school serving students in the town of Tewksbury, Massachusetts.
-
E.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
- 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: Tyngsborough Middle School Triple: [Tyngsborough, Massachusetts, hasMiddleSchool, Tyngsborough Middle School]
Generated description
Tyngsborough Middle School is a public middle school serving students in the town of Tyngsborough, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tyngsborough Middle School Target entity description: Tyngsborough Middle School is a public middle school serving students in the town of Tyngsborough, Massachusetts.
-
A.
Tyngsborough High School
Tyngsborough High School is a public secondary school serving students in the town of Tyngsborough, Massachusetts.
-
B.
Tyngsborough Public Schools
Tyngsborough Public Schools is the public school district serving students in the town of Tyngsborough, Massachusetts.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Tewksbury Memorial High School
Tewksbury Memorial High School is the public secondary school serving students in the town of Tewksbury, Massachusetts.
-
E.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
- 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_69bd43f84f788190a1383579c4a595be |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd52abddf88190b4fb09884ed62500 |
completed | March 20, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd7f6773fc819098caa05f0b07235d |
completed | March 20, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69bd8b98b93c819086f5564c4d210eb0 |
completed | March 20, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd8bf359348190864dc1ef36f6376f |
completed | March 20, 2026, 6:03 p.m. |
Created at: March 20, 2026, 12:59 p.m.