Triple
T22156328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Township, Allegheny County, Pennsylvania |
E547546
|
entity |
| Predicate | schoolDistrictServes |
P226
|
FINISHED |
| Object | Marshall Middle School |
—
|
NE NERFINISHED |
How this triple was built (3 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: Marshall Middle School | Statement: [Marshall Township, Allegheny County, Pennsylvania, schoolDistrictServes, Marshall Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Middle School Context triple: [Marshall Township, Allegheny County, Pennsylvania, schoolDistrictServes, Marshall Middle School]
-
A.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
B.
Marshall Elementary School
Marshall Elementary School is a public primary school in Marshall Township, Allegheny County, Pennsylvania, serving local community students in the early grades.
-
C.
Marshall Elementary School
Marshall Elementary School is a public elementary school serving early-grade students in the South Orange–Maplewood area of New Jersey.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
Scott Middle School
Scott Middle School is a public middle school serving students in the Denison, Texas area as part of the Denison Independent School District.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Middle School Target entity description: Marshall Middle School is a public middle school located in Marshall Township in Allegheny County, Pennsylvania.
-
A.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
B.
Marshall Elementary School
Marshall Elementary School is a public primary school in Marshall Township, Allegheny County, Pennsylvania, serving local community students in the early grades.
-
C.
Marshall Elementary School
Marshall Elementary School is a public elementary school serving early-grade students in the South Orange–Maplewood area of New Jersey.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
Scott Middle School
Scott Middle School is a public middle school serving students in the Denison, Texas area as part of the Denison Independent School District.
- F. None of above. chosen
Provenance (2 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
Created at: April 16, 2026, 8:33 p.m.