Triple
T8816953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamarisk Grove area |
E209799
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Cactus Loop Trail
Cactus Loop Trail is a short desert hiking loop known for its cactus-studded scenery and easy access from the Tamarisk Grove area in Anza-Borrego Desert State Park, California.
|
E762883
|
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: Cactus Loop Trail | Statement: [Tamarisk Grove area, near, Cactus Loop Trail]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cactus Loop Trail Context triple: [Tamarisk Grove area, near, Cactus Loop Trail]
-
A.
Desert Loop Trail
Desert Loop Trail is an outdoor walking path at the Arizona-Sonora Desert Museum that immerses visitors in the natural Sonoran Desert landscape and its native plants and wildlife.
-
B.
Navajo Loop Trail
Navajo Loop Trail is a popular hiking route in Bryce Canyon National Park known for its steep switchbacks, hoodoo formations, and dramatic canyon scenery.
-
C.
West Rim Trail
West Rim Trail is a popular long-distance hiking route in Zion National Park known for its dramatic canyon vistas and access to iconic viewpoints.
-
D.
Cholla Trail
Cholla Trail is a popular and moderately strenuous hiking route on Camelback Mountain in Phoenix, Arizona, known for its scenic desert views and rocky ascent to the summit.
-
E.
Sabino Canyon Trail
Sabino Canyon Trail is a popular desert hiking route in the Santa Catalina Mountains near Tucson, Arizona, known for its scenic canyon views, riparian habitats, and access to waterfalls and rock formations.
- 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: Cactus Loop Trail Triple: [Tamarisk Grove area, near, Cactus Loop Trail]
Generated description
Cactus Loop Trail is a short desert hiking loop known for its cactus-studded scenery and easy access from the Tamarisk Grove area in Anza-Borrego Desert State Park, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cactus Loop Trail Target entity description: Cactus Loop Trail is a short desert hiking loop known for its cactus-studded scenery and easy access from the Tamarisk Grove area in Anza-Borrego Desert State Park, California.
-
A.
Desert Loop Trail
Desert Loop Trail is an outdoor walking path at the Arizona-Sonora Desert Museum that immerses visitors in the natural Sonoran Desert landscape and its native plants and wildlife.
-
B.
Navajo Loop Trail
Navajo Loop Trail is a popular hiking route in Bryce Canyon National Park known for its steep switchbacks, hoodoo formations, and dramatic canyon scenery.
-
C.
West Rim Trail
West Rim Trail is a popular long-distance hiking route in Zion National Park known for its dramatic canyon vistas and access to iconic viewpoints.
-
D.
Cholla Trail
Cholla Trail is a popular and moderately strenuous hiking route on Camelback Mountain in Phoenix, Arizona, known for its scenic desert views and rocky ascent to the summit.
-
E.
Sabino Canyon Trail
Sabino Canyon Trail is a popular desert hiking route in the Santa Catalina Mountains near Tucson, Arizona, known for its scenic canyon views, riparian habitats, and access to waterfalls and rock formations.
- 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_69ca8364e13081909c85fe80f44fe86f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc600bd8a88190ad891a96201d796b |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa05742948190bcec72a080f6837a |
completed | April 3, 2026, 11:11 a.m. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:46 p.m.