Triple
T281480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uniontown, Pennsylvania |
E5362
|
entity |
| Predicate | hasHigherEducationNearby |
P3445
|
FINISHED |
| Object |
Laurel Business Institute
Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
|
E36840
|
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: Laurel Business Institute | Statement: [Uniontown, Pennsylvania, hasHigherEducationNearby, Laurel Business Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurel Business Institute Context triple: [Uniontown, Pennsylvania, hasHigherEducationNearby, Laurel Business Institute]
-
A.
Elmhurst University
Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
-
B.
Lasell University
Lasell University is a private university known for its career-focused undergraduate and graduate programs and its suburban campus in Newton, Massachusetts.
-
C.
Case School of Applied Science
Case School of Applied Science was a prominent 19th-century American engineering and science college in Cleveland, Ohio, known for pioneering research including the famous Michelson–Morley experiment.
-
D.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
E.
Butler School
Butler School is a public elementary school serving young students in the town of Belmont, Massachusetts.
- 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: Laurel Business Institute Triple: [Uniontown, Pennsylvania, hasHigherEducationNearby, Laurel Business Institute]
Generated description
Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurel Business Institute Target entity description: Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
-
A.
Elmhurst University
Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
-
B.
Lasell University
Lasell University is a private university known for its career-focused undergraduate and graduate programs and its suburban campus in Newton, Massachusetts.
-
C.
Case School of Applied Science
Case School of Applied Science was a prominent 19th-century American engineering and science college in Cleveland, Ohio, known for pioneering research including the famous Michelson–Morley experiment.
-
D.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
E.
Butler School
Butler School is a public elementary school serving young students in the town of Belmont, Massachusetts.
- 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_69a257e6c8788190987dfe705ca2912a |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25e0a23c0819083abee28b2dea49c |
completed | Feb. 28, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a399a74d448190a4857ce008e64e7e |
completed | March 1, 2026, 1:43 a.m. |
| NEDg | Description generation | batch_69a39a161064819096fd8f4efe533538 |
completed | March 1, 2026, 1:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a39a7c0cec81909f737bd963ad306d |
completed | March 1, 2026, 1:46 a.m. |
Created at: Feb. 28, 2026, 2:59 a.m.