Triple
T22156131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampton Township, Pennsylvania |
E547542
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object | Hampton 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: Hampton Middle School | Statement: [Hampton Township, Pennsylvania, hasMiddleSchool, Hampton Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampton Middle School Context triple: [Hampton Township, Pennsylvania, hasMiddleSchool, Hampton Middle School]
-
A.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
B.
Hawkins Middle School
Hawkins Middle School is a public middle school serving students in the community of Belfair, Washington.
-
C.
Hawkins Middle School
Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
-
D.
Havelock Middle School
Havelock Middle School is a public middle school serving students in the city of Havelock in eastern North Carolina.
-
E.
Hudson Middle School
Hudson Middle School is a public middle-level educational institution serving students in the community of Hudson, Iowa.
- 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: Hampton Middle School Target entity description: Hampton Middle School is a public middle school serving students in the Hampton Township area of Allegheny County, Pennsylvania.
-
A.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
B.
Hawkins Middle School
Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
-
C.
Hawkins Middle School
Hawkins Middle School is a public middle school serving students in the community of Belfair, Washington.
-
D.
Havelock Middle School
Havelock Middle School is a public middle school serving students in the city of Havelock in eastern North Carolina.
-
E.
Hudson Middle School
Hudson Middle School is a public middle-level educational institution serving students in the community of Hudson, Iowa.
- 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.