Triple
T2328222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mesquite Flat Sand Dunes |
E48339
|
entity |
| Predicate | hasNearestSettlement |
P21721
|
FINISHED |
| Object |
Stovepipe Wells, California
Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
|
E255198
|
NE FINISHED |
How this triple was built (5 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: Stovepipe Wells, California | Statement: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stovepipe Wells, California Context triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
-
A.
Furnace Creek
Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
-
B.
Amargosa Canyon
Amargosa Canyon is a remote desert gorge in southeastern California known for its rugged scenery, rare riparian habitat, and role as a key segment of the Amargosa River’s course through the Mojave Desert.
-
C.
Panamint Valley
Panamint Valley is a remote desert valley in eastern California, lying west of Death Valley and known for its arid landscape, dramatic mountain backdrops, and sparse human habitation.
-
D.
Smith Valley, Nevada
Smith Valley, Nevada is a rural agricultural community in western Nevada known for its ranching, farming, and scenic high-desert valley landscape.
-
E.
Tokopah Valley
Tokopah Valley is a scenic glacial valley in California’s Sierra Nevada known for its granite cliffs, alpine meadows, and proximity to Tokopah Falls within Sequoia National Park.
- 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: Stovepipe Wells, California Triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
Generated description
Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stovepipe Wells, California Target entity description: Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
-
A.
Furnace Creek
Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
-
B.
Amargosa Canyon
Amargosa Canyon is a remote desert gorge in southeastern California known for its rugged scenery, rare riparian habitat, and role as a key segment of the Amargosa River’s course through the Mojave Desert.
-
C.
Panamint Valley
Panamint Valley is a remote desert valley in eastern California, lying west of Death Valley and known for its arid landscape, dramatic mountain backdrops, and sparse human habitation.
-
D.
Smith Valley, Nevada
Smith Valley, Nevada is a rural agricultural community in western Nevada known for its ranching, farming, and scenic high-desert valley landscape.
-
E.
Tokopah Valley
Tokopah Valley is a scenic glacial valley in California’s Sierra Nevada known for its granite cliffs, alpine meadows, and proximity to Tokopah Falls within Sequoia National Park.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearestSettlement Context triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
-
A.
hasNearbyTown
Indicates that one location has a town situated close to it in geographic proximity.
-
B.
nearestInhabitedTerritory
chosen
Indicates that one territory is the closest inhabited territory to another specified location or territory.
-
C.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
D.
hasHumanSettlement
Indicates that a location or area contains or is the site of a human settlement, such as a town, village, or city.
-
E.
administrativeCentreNearby
Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
- F. None of above.
Provenance (6 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abcc30c5e881908c5d526d7e7491d0 |
completed | March 7, 2026, 6:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae897243c48190a18b0e02ad664ead |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ace309c8190b57426d1449de723 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b56d8548190aa6a99f3f7d99c3e |
completed | March 9, 2026, 8:56 a.m. |
| PD | Predicate disambiguation | batch_69abc5926d048190a535e3f23d41de2a |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:50 p.m.