Triple
T12059192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bala Cynwyd, Pennsylvania, United States |
E287121
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Bala Cynwyd Middle School
Bala Cynwyd Middle School is a public middle school serving students in the Bala Cynwyd community within the Lower Merion School District in Pennsylvania.
|
E961271
|
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: Bala Cynwyd Middle School | Statement: [Bala Cynwyd, Pennsylvania, United States, hasMiddleSchool, Bala Cynwyd Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bala Cynwyd Middle School Context triple: [Bala Cynwyd, Pennsylvania, United States, hasMiddleSchool, Bala Cynwyd Middle School]
-
A.
Valley Forge Middle School
Valley Forge Middle School is a public middle school in the Tredyffrin/Easttown School District in suburban Berwyn, Pennsylvania, serving students in grades 5–8.
-
B.
Drexel Hill Middle School
Drexel Hill Middle School is a public middle school in Pennsylvania serving students in the Upper Darby area as part of the Upper Darby School District.
-
C.
Woodlawn Middle School
Woodlawn Middle School is a public middle school serving students in the Woodlawn community of Maryland.
-
D.
Bensalem High School
Bensalem High School is a public secondary school serving students in Bensalem Township, Pennsylvania.
-
E.
Belmont Middle School
Belmont Middle School is a public middle school in Belmont, Massachusetts, serving local students in the intermediate grades as part of the town’s public school system.
- 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: Bala Cynwyd Middle School Triple: [Bala Cynwyd, Pennsylvania, United States, hasMiddleSchool, Bala Cynwyd Middle School]
Generated description
Bala Cynwyd Middle School is a public middle school serving students in the Bala Cynwyd community within the Lower Merion School District in Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bala Cynwyd Middle School Target entity description: Bala Cynwyd Middle School is a public middle school serving students in the Bala Cynwyd community within the Lower Merion School District in Pennsylvania.
-
A.
Valley Forge Middle School
Valley Forge Middle School is a public middle school in the Tredyffrin/Easttown School District in suburban Berwyn, Pennsylvania, serving students in grades 5–8.
-
B.
Drexel Hill Middle School
Drexel Hill Middle School is a public middle school in Pennsylvania serving students in the Upper Darby area as part of the Upper Darby School District.
-
C.
Woodlawn Middle School
Woodlawn Middle School is a public middle school serving students in the Woodlawn community of Maryland.
-
D.
Bensalem High School
Bensalem High School is a public secondary school serving students in Bensalem Township, Pennsylvania.
-
E.
Belmont Middle School
Belmont Middle School is a public middle school in Belmont, Massachusetts, serving local students in the intermediate grades as part of the town’s public school system.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9043dbccc8190bf9da181f826f0d8 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49df216bc8190933e08f495f4d22f |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d96c3f08190847ba49929b7628f |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56495830c8190ad5e1767f251b4c5 |
completed | May 2, 2026, 2:42 a.m. |
Created at: April 8, 2026, 9:47 p.m.