Triple
T8299818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bensalem Township School District |
E194321
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Bensalem, Pennsylvania |
E37581
|
NE FINISHED |
How this triple was built (2 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: Bensalem, Pennsylvania | Statement: [Bensalem Township School District, locatedIn, Bensalem, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bensalem, Pennsylvania Context triple: [Bensalem Township School District, locatedIn, Bensalem, Pennsylvania]
-
A.
Bensalem
Bensalem is the fictional island society in Francis Bacon's "New Atlantis," depicted as an ideal commonwealth governed by reason, scientific inquiry, and moral virtue.
-
B.
Conshohocken, Pennsylvania
Conshohocken, Pennsylvania is a suburban borough along the Schuylkill River near Philadelphia, known for its revitalized downtown, riverfront development, and role as a regional business and commuter hub.
-
C.
Hatboro, Pennsylvania
Hatboro, Pennsylvania is a small suburban borough in Montgomery County near Philadelphia, known for its historic downtown and residential community.
-
D.
Bensalem Township
chosen
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
E.
Collingdale, Pennsylvania
Collingdale, Pennsylvania is a small suburban borough located southwest of Philadelphia, known for its residential neighborhoods and proximity to major urban centers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7dfb60e48190bfa5de1c1496d3b5 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfb9eaebb88190b127905f58fd5c79 |
completed | April 3, 2026, 1 p.m. |
Created at: March 30, 2026, 5:53 p.m.