Triple
T22156538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaler Area School District |
E547552
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
Shaler Area Middle School
Shaler Area Middle School is a public middle school serving students in the Shaler Area School District in Pennsylvania.
|
E1524855
|
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: Shaler Area Middle School | Statement: [Shaler Area School District, hasSchool, Shaler Area Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaler Area Middle School Context triple: [Shaler Area School District, hasSchool, Shaler Area Middle School]
-
A.
Atascocita Middle School
Atascocita Middle School is a public middle school serving students in the Atascocita community within the Humble Independent School District in Texas.
-
B.
Wilkes-Barre Area Middle School
Wilkes-Barre Area Middle School is a public middle school serving students in the Wilkes-Barre, Pennsylvania region as part of the Wilkes-Barre Area School District.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
E.
South Middle School
South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
- 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: Shaler Area Middle School Triple: [Shaler Area School District, hasSchool, Shaler Area Middle School]
Generated description
Shaler Area Middle School is a public middle school serving students in the Shaler Area School District in Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaler Area Middle School Target entity description: Shaler Area Middle School is a public middle school serving students in the Shaler Area School District in Pennsylvania.
-
A.
Atascocita Middle School
Atascocita Middle School is a public middle school serving students in the Atascocita community within the Humble Independent School District in Texas.
-
B.
Wilkes-Barre Area Middle School
Wilkes-Barre Area Middle School is a public middle school serving students in the Wilkes-Barre, Pennsylvania region as part of the Wilkes-Barre Area School District.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
E.
South Middle School
South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa602503881908fafd095f40e6681 |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6b04798819088ab3ed8c3fe53af |
completed | May 18, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa72467d4819093f84573de7c8da2 |
completed | May 18, 2026, 5:44 a.m. |
Created at: April 16, 2026, 8:33 p.m.