Triple
T15129386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oaks, Pennsylvania |
E361376
|
entity |
| Predicate | servedBySchoolDistrict |
P226
|
FINISHED |
| Object |
Spring-Ford Area School District
Spring-Ford Area School District is a public school district in southeastern Pennsylvania that serves several communities in Montgomery and Chester counties, including the village of Oaks.
|
E1139074
|
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: Spring-Ford Area School District | Statement: [Oaks, Pennsylvania, servedBySchoolDistrict, Spring-Ford Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring-Ford Area School District Context triple: [Oaks, Pennsylvania, servedBySchoolDistrict, Spring-Ford Area School District]
-
A.
Fleetwood Area School District
Fleetwood Area School District is a public school district serving students in and around the borough of Fleetwood in Berks County, Pennsylvania.
-
B.
Waterford School District
Waterford School District is a public school system serving students in and around Waterford Township in Oakland County, Michigan.
-
C.
Westwood Community School District
Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
-
D.
Sycamore Community School District
Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
-
E.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
- 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: Spring-Ford Area School District Triple: [Oaks, Pennsylvania, servedBySchoolDistrict, Spring-Ford Area School District]
Generated description
Spring-Ford Area School District is a public school district in southeastern Pennsylvania that serves several communities in Montgomery and Chester counties, including the village of Oaks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring-Ford Area School District Target entity description: Spring-Ford Area School District is a public school district in southeastern Pennsylvania that serves several communities in Montgomery and Chester counties, including the village of Oaks.
-
A.
Fleetwood Area School District
Fleetwood Area School District is a public school district serving students in and around the borough of Fleetwood in Berks County, Pennsylvania.
-
B.
Waterford School District
Waterford School District is a public school system serving students in and around Waterford Township in Oakland County, Michigan.
-
C.
Westwood Community School District
Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
-
D.
Sycamore Community School District
Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
-
E.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fa449c8190aed8941168b063c3 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69febbfb58608190830eca7f9a78fc9c |
completed | May 9, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febc842a7081908a85ba2833212650 |
completed | May 9, 2026, 4:48 a.m. |
Created at: April 10, 2026, 3:06 a.m.