Triple
T7103131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thorndale, Pennsylvania |
E165507
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Coatesville Area School District
Coatesville Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the city of Coatesville, including nearby communities such as Thorndale.
|
E642377
|
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: Coatesville Area School District | Statement: [Thorndale, Pennsylvania, hasSchoolDistrict, Coatesville Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coatesville Area School District Context triple: [Thorndale, Pennsylvania, hasSchoolDistrict, Coatesville 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.
Pottstown School District
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
-
C.
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.
-
D.
West Chester Area School District
West Chester Area School District is a public school district serving students in and around West Chester in southeastern Pennsylvania.
-
E.
Wilkes-Barre Area School District
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
- 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: Coatesville Area School District Triple: [Thorndale, Pennsylvania, hasSchoolDistrict, Coatesville Area School District]
Generated description
Coatesville Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the city of Coatesville, including nearby communities such as Thorndale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coatesville Area School District Target entity description: Coatesville Area School District is a public school district in Chester County, Pennsylvania, serving students in and around the city of Coatesville, including nearby communities such as Thorndale.
-
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.
Pottstown School District
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
-
C.
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.
-
D.
West Chester Area School District
West Chester Area School District is a public school district serving students in and around West Chester in southeastern Pennsylvania.
-
E.
Wilkes-Barre Area School District
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58a0a2c819088e0c8874fb4491f |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cad60788190bb2b17d1c3f8e1cc |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d72dd70819084a4bf7e72865ed9 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79e12a40c8190b21128e17c3e212e |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:42 p.m.