Triple
T5104948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cochise County, Arizona |
E115068
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
San Pedro Riparian National Conservation Area
San Pedro Riparian National Conservation Area is a protected stretch of the San Pedro River in southeastern Arizona known for its rich riparian habitat, biodiversity, and importance as a migratory bird corridor.
|
E494211
|
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: San Pedro Riparian National Conservation Area | Statement: [Cochise County, Arizona, contains, San Pedro Riparian National Conservation Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Pedro Riparian National Conservation Area Context triple: [Cochise County, Arizona, contains, San Pedro Riparian National Conservation Area]
-
A.
Cuatrociénegas Flora and Fauna Protection Area
Cuatrociénegas Flora and Fauna Protection Area is a biologically rich protected reserve in northern Mexico, renowned for its unique desert wetlands, endemic species, and distinctive aquatic ecosystems.
-
B.
Sonoran Desert National Monument
Sonoran Desert National Monument is a federally protected area in Arizona that preserves a vast expanse of the Sonoran Desert’s unique desert ecosystems, wildlife, and cultural resources.
-
C.
Bosque del Apache National Wildlife Refuge
Bosque del Apache National Wildlife Refuge is a renowned birdwatching and wildlife sanctuary in central New Mexico, famous for its large seasonal populations of sandhill cranes and snow geese.
-
D.
Rio Grande del Norte National Monument
Rio Grande del Norte National Monument is a protected landscape in northern New Mexico known for its dramatic Rio Grande Gorge, volcanic plateaus, and diverse wildlife, offering opportunities for hiking, rafting, and scenic viewing.
-
E.
San Luis Unit
The San Luis Unit is a major component of California’s federal water management system, providing storage and delivery of irrigation and municipal water to parts of the San Joaquin Valley.
- 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: San Pedro Riparian National Conservation Area Triple: [Cochise County, Arizona, contains, San Pedro Riparian National Conservation Area]
Generated description
San Pedro Riparian National Conservation Area is a protected stretch of the San Pedro River in southeastern Arizona known for its rich riparian habitat, biodiversity, and importance as a migratory bird corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Pedro Riparian National Conservation Area Target entity description: San Pedro Riparian National Conservation Area is a protected stretch of the San Pedro River in southeastern Arizona known for its rich riparian habitat, biodiversity, and importance as a migratory bird corridor.
-
A.
Cuatrociénegas Flora and Fauna Protection Area
Cuatrociénegas Flora and Fauna Protection Area is a biologically rich protected reserve in northern Mexico, renowned for its unique desert wetlands, endemic species, and distinctive aquatic ecosystems.
-
B.
Sonoran Desert National Monument
Sonoran Desert National Monument is a federally protected area in Arizona that preserves a vast expanse of the Sonoran Desert’s unique desert ecosystems, wildlife, and cultural resources.
-
C.
Bosque del Apache National Wildlife Refuge
Bosque del Apache National Wildlife Refuge is a renowned birdwatching and wildlife sanctuary in central New Mexico, famous for its large seasonal populations of sandhill cranes and snow geese.
-
D.
Rio Grande del Norte National Monument
Rio Grande del Norte National Monument is a protected landscape in northern New Mexico known for its dramatic Rio Grande Gorge, volcanic plateaus, and diverse wildlife, offering opportunities for hiking, rafting, and scenic viewing.
-
E.
San Luis Unit
The San Luis Unit is a major component of California’s federal water management system, providing storage and delivery of irrigation and municipal water to parts of the San Joaquin Valley.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7589e40c8190a46e4a1b7142be14 |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba95dbd48190a7d87f3af77424e0 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb5e60e08190b030f5eeaac49ab7 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd1f6e348190b61c89706b683ff3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:41 p.m.