Triple
T9545331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Downingtown, Pennsylvania |
E230267
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Downingtown Area School District
Downingtown Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the Downingtown community.
|
E805448
|
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: Downingtown Area School District | Statement: [Downingtown, Pennsylvania, hasPublicSchoolDistrict, Downingtown Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downingtown Area School District Context triple: [Downingtown, Pennsylvania, hasPublicSchoolDistrict, Downingtown Area 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 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.
-
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.
Pottstown School District
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
-
E.
Dallastown Area School District
Dallastown Area School District is a public school district serving students in and around the borough of Dallastown in south-central Pennsylvania.
- 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: Downingtown Area School District Triple: [Downingtown, Pennsylvania, hasPublicSchoolDistrict, Downingtown Area School District]
Generated description
Downingtown Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the Downingtown community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downingtown Area School District Target entity description: Downingtown Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the Downingtown community.
-
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 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.
-
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.
Pottstown School District
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
-
E.
Dallastown Area School District
Dallastown Area School District is a public school district serving students in and around the borough of Dallastown in south-central Pennsylvania.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9901f2bc8190a4076f5947660df9 |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c6cd93c8190ac197afda780ce78 |
completed | April 4, 2026, 5:37 p.m. |
| NEDg | Description generation | batch_69d14d4576488190a000f733ece39620 |
completed | April 4, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14dda805c81908093eb146915fdda |
completed | April 4, 2026, 5:43 p.m. |
Created at: March 30, 2026, 8:01 p.m.