Triple
T708747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front Royal |
E14159
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Skyline Caverns
Skyline Caverns is a show cave near Front Royal, Virginia, known for its underground rock formations and guided tours through extensive limestone chambers.
|
E89483
|
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: Skyline Caverns | Statement: [Front Royal, hasAttraction, Skyline Caverns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skyline Caverns Context triple: [Front Royal, hasAttraction, Skyline Caverns]
-
A.
Lehman Caves
Lehman Caves is an extensive marble cave system famed for its intricate formations, located within Great Basin National Park in eastern Nevada.
-
B.
Luray Caverns
Luray Caverns is a famous underground cave system in Virginia known for its impressive stalactite and stalagmite formations and large, cathedral-like chambers.
-
C.
Mitchell Caverns
Mitchell Caverns is a set of limestone caves in California’s Mojave Desert, known for their striking speleothems and status as a protected natural and geological attraction.
-
D.
Mark Twain Cave
Mark Twain Cave is a famous limestone cave near Hannibal, Missouri, best known for its association with Mark Twain’s boyhood and as the inspiration for scenes in "The Adventures of Tom Sawyer."
-
E.
Lost River Cave
Lost River Cave is a scenic underground river and cave system in Bowling Green, Kentucky, known for its boat tours, hiking trails, and rich natural and historical features.
- 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: Skyline Caverns Triple: [Front Royal, hasAttraction, Skyline Caverns]
Generated description
Skyline Caverns is a show cave near Front Royal, Virginia, known for its underground rock formations and guided tours through extensive limestone chambers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skyline Caverns Target entity description: Skyline Caverns is a show cave near Front Royal, Virginia, known for its underground rock formations and guided tours through extensive limestone chambers.
-
A.
Lehman Caves
Lehman Caves is an extensive marble cave system famed for its intricate formations, located within Great Basin National Park in eastern Nevada.
-
B.
Luray Caverns
Luray Caverns is a famous underground cave system in Virginia known for its impressive stalactite and stalagmite formations and large, cathedral-like chambers.
-
C.
Mitchell Caverns
Mitchell Caverns is a set of limestone caves in California’s Mojave Desert, known for their striking speleothems and status as a protected natural and geological attraction.
-
D.
Mark Twain Cave
Mark Twain Cave is a famous limestone cave near Hannibal, Missouri, best known for its association with Mark Twain’s boyhood and as the inspiration for scenes in "The Adventures of Tom Sawyer."
-
E.
Lost River Cave
Lost River Cave is a scenic underground river and cave system in Bowling Green, Kentucky, known for its boat tours, hiking trails, and rich natural and historical features.
- 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a548e6dc819090d31ce33493a396 |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654dcbb688190ab997a3d31ec729a |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a65b3535b48190be1986aed3dfe48a |
completed | March 3, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65ba4d610819095bf3d166c038c8f |
completed | March 3, 2026, 3:55 a.m. |
Created at: March 1, 2026, 7:36 p.m.