Triple
T1729727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bensalem Township |
E37581
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
|
E194321
|
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: Bensalem Township School District | Statement: [Bensalem Township, hasSchoolDistrict, Bensalem Township School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bensalem Township School District Context triple: [Bensalem Township, hasSchoolDistrict, Bensalem Township School District]
-
A.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
B.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
C.
Upper Darby School District
Upper Darby School District is a public school system in Pennsylvania that serves students in Upper Darby Township and surrounding communities in the western suburbs of Philadelphia.
-
D.
Norristown Area High School
Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
-
E.
Lower Merion High School
Lower Merion High School is a public high school in Ardmore, Pennsylvania, best known for being the alma mater of NBA legend Kobe Bryant and for its strong academic and athletic programs.
- 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: Bensalem Township School District Triple: [Bensalem Township, hasSchoolDistrict, Bensalem Township School District]
Generated description
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bensalem Township School District Target entity description: Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
A.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
B.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
C.
Upper Darby School District
Upper Darby School District is a public school system in Pennsylvania that serves students in Upper Darby Township and surrounding communities in the western suburbs of Philadelphia.
-
D.
Norristown Area High School
Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
-
E.
Lower Merion High School
Lower Merion High School is a public high school in Ardmore, Pennsylvania, best known for being the alma mater of NBA legend Kobe Bryant and for its strong academic and athletic programs.
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa637f202c8190b46a31bef51465c8 |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8af6b034819087f6d168b9f5249a |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad979dc1dc81908b64e57298ae6017 |
completed | March 8, 2026, 3:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9836f4c8819098ba033b5f0d2a33 |
completed | March 8, 2026, 3:39 p.m. |
Created at: March 4, 2026, 7:30 p.m.