Triple
T2665796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berea, Kentucky |
E55631
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Festival of Learnshops
The Festival of Learnshops is an annual Berea, Kentucky event offering hands-on workshops and classes in traditional arts, crafts, and creative skills led by local and regional artisans.
|
E288532
|
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: Festival of Learnshops | Statement: [Berea, Kentucky, hasCulturalEvent, Festival of Learnshops]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Festival of Learnshops Context triple: [Berea, Kentucky, hasCulturalEvent, Festival of Learnshops]
-
A.
Opet Festival
The Opet Festival was an ancient Egyptian religious celebration in Thebes during which statues of the gods, especially Amun, were paraded from Karnak to Luxor Temple to renew the king’s divine authority and the cosmic order.
-
B.
AthFest Music and Arts Festival
AthFest Music and Arts Festival is an annual multi-day celebration featuring live music, visual arts, and community events that showcases the vibrant creative scene of Athens, Georgia.
-
C.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
D.
Hillside Festival
Hillside Festival is an annual multi-day music and arts festival held near Guelph, Ontario, known for its diverse lineup, community focus, and environmentally conscious practices.
-
E.
Arts, Beats & Eats festival
Arts, Beats & Eats festival is an annual Labor Day weekend event in downtown Royal Oak, Michigan, featuring live music, art exhibitions, and a wide variety of food vendors.
- 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: Festival of Learnshops Triple: [Berea, Kentucky, hasCulturalEvent, Festival of Learnshops]
Generated description
The Festival of Learnshops is an annual Berea, Kentucky event offering hands-on workshops and classes in traditional arts, crafts, and creative skills led by local and regional artisans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Festival of Learnshops Target entity description: The Festival of Learnshops is an annual Berea, Kentucky event offering hands-on workshops and classes in traditional arts, crafts, and creative skills led by local and regional artisans.
-
A.
Opet Festival
The Opet Festival was an ancient Egyptian religious celebration in Thebes during which statues of the gods, especially Amun, were paraded from Karnak to Luxor Temple to renew the king’s divine authority and the cosmic order.
-
B.
AthFest Music and Arts Festival
AthFest Music and Arts Festival is an annual multi-day celebration featuring live music, visual arts, and community events that showcases the vibrant creative scene of Athens, Georgia.
-
C.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
D.
Hillside Festival
Hillside Festival is an annual multi-day music and arts festival held near Guelph, Ontario, known for its diverse lineup, community focus, and environmentally conscious practices.
-
E.
Arts, Beats & Eats festival
Arts, Beats & Eats festival is an annual Labor Day weekend event in downtown Royal Oak, Michigan, featuring live music, art exhibitions, and a wide variety of food vendors.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa058fdd08190a355fc8131cd6695 |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa15a8a94819095273a3ea37e2c73 |
completed | March 10, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1e4ffb08190a6d96665ee566ea7 |
completed | March 10, 2026, 4:45 a.m. |
Created at: March 6, 2026, 9:54 p.m.