Triple
T8977227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berwyn, Pennsylvania |
E214421
|
entity |
| Predicate | servedByElementarySchool |
P43431
|
FINISHED |
| Object |
Valley Forge Elementary School
Valley Forge Elementary School is a public primary school in the Tredyffrin/Easttown School District serving young students in the Berwyn, Pennsylvania area.
|
E771527
|
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: Valley Forge Elementary School | Statement: [Berwyn, Pennsylvania, servedByElementarySchool, Valley Forge Elementary School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Forge Elementary School Context triple: [Berwyn, Pennsylvania, servedByElementarySchool, Valley Forge Elementary School]
-
A.
Valley Forge Middle School
Valley Forge Middle School is a public middle school in the Tredyffrin/Easttown School District in suburban Berwyn, Pennsylvania, serving students in grades 5–8.
-
B.
Walnut Street Elementary School
Walnut Street Elementary School is a public elementary school serving early-grade students as part of the Toms River Regional Schools district in New Jersey.
-
C.
Benjamin Franklin Elementary School
Benjamin Franklin Elementary School is a public primary school serving early-grade students in the Edison Township Public Schools district in New Jersey.
-
D.
Conerly Road School
Conerly Road School is a public elementary school in Franklin Township, New Jersey, serving young students within the Franklin Township Public Schools district.
-
E.
Isaac Fox Elementary School
Isaac Fox Elementary School is a public elementary school serving young students in the Lake Zurich Community Unit School District in Lake Zurich, Illinois.
- 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: Valley Forge Elementary School Triple: [Berwyn, Pennsylvania, servedByElementarySchool, Valley Forge Elementary School]
Generated description
Valley Forge Elementary School is a public primary school in the Tredyffrin/Easttown School District serving young students in the Berwyn, Pennsylvania area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Forge Elementary School Target entity description: Valley Forge Elementary School is a public primary school in the Tredyffrin/Easttown School District serving young students in the Berwyn, Pennsylvania area.
-
A.
Valley Forge Middle School
Valley Forge Middle School is a public middle school in the Tredyffrin/Easttown School District in suburban Berwyn, Pennsylvania, serving students in grades 5–8.
-
B.
Walnut Street Elementary School
Walnut Street Elementary School is a public elementary school serving early-grade students as part of the Toms River Regional Schools district in New Jersey.
-
C.
Benjamin Franklin Elementary School
Benjamin Franklin Elementary School is a public primary school serving early-grade students in the Edison Township Public Schools district in New Jersey.
-
D.
Conerly Road School
Conerly Road School is a public elementary school in Franklin Township, New Jersey, serving young students within the Franklin Township Public Schools district.
-
E.
Isaac Fox Elementary School
Isaac Fox Elementary School is a public elementary school serving young students in the Lake Zurich Community Unit School District in Lake Zurich, Illinois.
- 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_69ca839ea8b88190922c6a326ffcc0d3 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67a33c8481909125acf4b7f0a919 |
completed | April 1, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0afe9688190bdd66198ab31c2c7 |
completed | April 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69cfd14a28d48190b63561f9a537daeb |
completed | April 3, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd1fd6db08190921285c3cfd3ce91 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:02 p.m.