Triple
T1544426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenandoah National Park |
E32943
|
entity |
| Predicate | hasTrail |
P3625
|
FINISHED |
| Object |
Dark Hollow Falls trail
Dark Hollow Falls trail is a popular, relatively short hiking path in Shenandoah National Park that descends through forested terrain to a scenic waterfall.
|
E175581
|
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: Dark Hollow Falls trail | Statement: [Shenandoah National Park, hasTrail, Dark Hollow Falls trail]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dark Hollow Falls trail Context triple: [Shenandoah National Park, hasTrail, Dark Hollow Falls trail]
-
A.
Falls Trail
Falls Trail is a popular hiking route in Bandelier National Monument known for its scenic canyon views and access to waterfalls along the Frijoles Creek.
-
B.
Nugget Falls Trail
Nugget Falls Trail is a popular hiking path near Juneau, Alaska, leading visitors through scenic terrain to a large waterfall cascading beside the face of Mendenhall Glacier.
-
C.
Alum Cave Trail
Alum Cave Trail is a popular hiking route in Tennessee’s Great Smoky Mountains known for its striking bluff overhangs, scenic forest and mountain views, and access to Mount LeConte.
-
D.
Hidden Valley Trail
Hidden Valley Trail is a popular short loop hike in Joshua Tree National Park known for its dramatic rock formations, desert scenery, and opportunities for rock climbing and wildlife viewing.
-
E.
Alcove House Trail
Alcove House Trail is a popular hiking route in Bandelier National Monument that leads to a large ancient Ancestral Puebloan dwelling set in a cliffside alcove, accessed by a series of ladders and steep paths.
- 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: Dark Hollow Falls trail Triple: [Shenandoah National Park, hasTrail, Dark Hollow Falls trail]
Generated description
Dark Hollow Falls trail is a popular, relatively short hiking path in Shenandoah National Park that descends through forested terrain to a scenic waterfall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dark Hollow Falls trail Target entity description: Dark Hollow Falls trail is a popular, relatively short hiking path in Shenandoah National Park that descends through forested terrain to a scenic waterfall.
-
A.
Falls Trail
Falls Trail is a popular hiking route in Bandelier National Monument known for its scenic canyon views and access to waterfalls along the Frijoles Creek.
-
B.
Nugget Falls Trail
Nugget Falls Trail is a popular hiking path near Juneau, Alaska, leading visitors through scenic terrain to a large waterfall cascading beside the face of Mendenhall Glacier.
-
C.
Alum Cave Trail
Alum Cave Trail is a popular hiking route in Tennessee’s Great Smoky Mountains known for its striking bluff overhangs, scenic forest and mountain views, and access to Mount LeConte.
-
D.
Hidden Valley Trail
Hidden Valley Trail is a popular short loop hike in Joshua Tree National Park known for its dramatic rock formations, desert scenery, and opportunities for rock climbing and wildlife viewing.
-
E.
Alcove House Trail
Alcove House Trail is a popular hiking route in Bandelier National Monument that leads to a large ancient Ancestral Puebloan dwelling set in a cliffside alcove, accessed by a series of ladders and steep paths.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90842a4788190a812b48987503624 |
completed | March 5, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad309dcc3c819096a796a330a16de1 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad313ff5e48190bcd44f5211edf414 |
completed | March 8, 2026, 8:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31edfb848190a3f7309fa1d2150a |
completed | March 8, 2026, 8:23 a.m. |
Created at: March 4, 2026, 7:26 p.m.