Triple
T5339204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonto National Forest |
E123902
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Tonto Creek (segments)
Tonto Creek (segments) refers to portions of a perennial stream in central Arizona that flow through the rugged, forested terrain of Tonto National Forest and support diverse riparian habitats and recreation.
|
E511304
|
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: Tonto Creek (segments) | Statement: [Tonto National Forest, contains, Tonto Creek (segments)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonto Creek (segments) Context triple: [Tonto National Forest, contains, Tonto Creek (segments)]
-
A.
Coyote Creek
Coyote Creek is a themed western-style area within the Six Flags America amusement park featuring rides, attractions, and frontier-inspired decor.
-
B.
Coyote Creek
Coyote Creek is a major stream in Northern California that flows through Santa Clara County, including the city of San Jose, and serves as an important natural waterway and habitat corridor in the region.
-
C.
Soda Creek Canyon
Soda Creek Canyon is a notable sub-canyon within British Columbia’s Fraser Canyon, known for its rugged terrain and river-carved landscapes.
-
D.
Dry Creek
Dry Creek is a stream in Sonoma County, California, that lends its name to the surrounding Dry Creek Valley wine region.
-
E.
Tokopah Creek
Tokopah Creek is a mountain stream in California’s Sierra Nevada that flows through Tokopah Valley in Sequoia National Park, known for its scenic cascades and alpine surroundings.
- 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: Tonto Creek (segments) Triple: [Tonto National Forest, contains, Tonto Creek (segments)]
Generated description
Tonto Creek (segments) refers to portions of a perennial stream in central Arizona that flow through the rugged, forested terrain of Tonto National Forest and support diverse riparian habitats and recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tonto Creek (segments) Target entity description: Tonto Creek (segments) refers to portions of a perennial stream in central Arizona that flow through the rugged, forested terrain of Tonto National Forest and support diverse riparian habitats and recreation.
-
A.
Coyote Creek
Coyote Creek is a themed western-style area within the Six Flags America amusement park featuring rides, attractions, and frontier-inspired decor.
-
B.
Coyote Creek
Coyote Creek is a major stream in Northern California that flows through Santa Clara County, including the city of San Jose, and serves as an important natural waterway and habitat corridor in the region.
-
C.
Soda Creek Canyon
Soda Creek Canyon is a notable sub-canyon within British Columbia’s Fraser Canyon, known for its rugged terrain and river-carved landscapes.
-
D.
Dry Creek
Dry Creek is a stream in Sonoma County, California, that lends its name to the surrounding Dry Creek Valley wine region.
-
E.
Tokopah Creek
Tokopah Creek is a mountain stream in California’s Sierra Nevada that flows through Tokopah Valley in Sequoia National Park, known for its scenic cascades and alpine surroundings.
- 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_69bd464b07f8819095aa76577c9829e4 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85c8415c819099a0b26e07360f01 |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18c54ca4819095ca1d81ee061937 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf197733b48190910bdd60fbd94fff |
completed | March 21, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf19e2d1fc81909030e32bb18d46dc |
completed | March 21, 2026, 10:21 p.m. |
Created at: March 20, 2026, 2 p.m.