Triple
T1704534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurel Business Institute |
E36840
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Uniontown campus
Uniontown campus is a branch location of the Laurel Business Institute, offering its career-focused educational and training programs in Uniontown, Pennsylvania.
|
E194661
|
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: Uniontown campus | Statement: [Laurel Business Institute, hasCampus, Uniontown campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uniontown campus Context triple: [Laurel Business Institute, hasCampus, Uniontown campus]
-
A.
Ambler Campus
Ambler Campus is a suburban branch of Temple University known for its horticulture, landscape architecture, and environmental programs.
-
B.
Homewood campus
Homewood campus is the historic main undergraduate campus of Johns Hopkins University in Baltimore, Maryland, known for its collegiate Georgian architecture and research-focused academic environment.
-
C.
Hatfield Campus
Hatfield Campus is the main and largest campus of the University of Pretoria, located in the suburb of Hatfield in Pretoria, South Africa.
-
D.
Sexton Campus
Sexton Campus is Dalhousie University's engineering and technical studies campus located in downtown Halifax, Nova Scotia.
-
E.
Clifton campus
Clifton campus is the historic and central site of the University of Bristol, housing many of its key academic buildings and facilities in the Clifton area of the city.
- 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: Uniontown campus Triple: [Laurel Business Institute, hasCampus, Uniontown campus]
Generated description
Uniontown campus is a branch location of the Laurel Business Institute, offering its career-focused educational and training programs in Uniontown, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uniontown campus Target entity description: Uniontown campus is a branch location of the Laurel Business Institute, offering its career-focused educational and training programs in Uniontown, Pennsylvania.
-
A.
Ambler Campus
Ambler Campus is a suburban branch of Temple University known for its horticulture, landscape architecture, and environmental programs.
-
B.
Homewood campus
Homewood campus is the historic main undergraduate campus of Johns Hopkins University in Baltimore, Maryland, known for its collegiate Georgian architecture and research-focused academic environment.
-
C.
Hatfield Campus
Hatfield Campus is the main and largest campus of the University of Pretoria, located in the suburb of Hatfield in Pretoria, South Africa.
-
D.
Sexton Campus
Sexton Campus is Dalhousie University's engineering and technical studies campus located in downtown Halifax, Nova Scotia.
-
E.
Clifton campus
Clifton campus is the historic and central site of the University of Bristol, housing many of its key academic buildings and facilities in the Clifton area of the city.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62f25bac8190977d6f3bd79363cb |
completed | March 6, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8acf74848190a18e41988647edcd |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad979b7f2c819094c907bed705db3b |
completed | March 8, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9831a87c819089fc3b590ab7ecb2 |
completed | March 8, 2026, 3:39 p.m. |
Created at: March 4, 2026, 7:30 p.m.