Triple
T5296235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenango Township, Pennsylvania |
E119861
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Shenango Area School District
Shenango Area School District is a public school district serving students in and around Shenango Township in Lawrence County, Pennsylvania.
|
E510016
|
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: Shenango Area School District | Statement: [Shenango Township, Pennsylvania, hasSchoolDistrict, Shenango Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenango Area School District Context triple: [Shenango Township, Pennsylvania, hasSchoolDistrict, Shenango Area School District]
-
A.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
B.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
C.
Solon Community School District
Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
-
D.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
E.
Etiwanda School District
Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
- 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: Shenango Area School District Triple: [Shenango Township, Pennsylvania, hasSchoolDistrict, Shenango Area School District]
Generated description
Shenango Area School District is a public school district serving students in and around Shenango Township in Lawrence County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenango Area School District Target entity description: Shenango Area School District is a public school district serving students in and around Shenango Township in Lawrence County, Pennsylvania.
-
A.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
B.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
C.
Solon Community School District
Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
-
D.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
E.
Etiwanda School District
Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10e3a0908190895fb4442afc715e |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf117894d481909817346060a28d07 |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1267a0a88190a558937fa7776ed7 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 20, 2026, 1:53 p.m.