Triple

T13663815

Position	Surface form	Disambiguated ID	Type / Status
Subject	Los Banos Creek Reservoir	`E327063`	entity
Predicate	locatedInProtectedArea	`P40`	FINISHED
Object	Los Banos Creek State Recreation Area Los Banos Creek State Recreation Area is a California state-managed outdoor destination centered around Los Banos Creek Reservoir, offering opportunities for activities such as fishing, boating, camping, and wildlife viewing.	`E1053470`	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: Los Banos Creek State Recreation Area | Statement: [Los Banos Creek Reservoir, locatedInProtectedArea, Los Banos Creek State Recreation Area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Los Banos Creek State Recreation Area
Context triple: [Los Banos Creek Reservoir, locatedInProtectedArea, Los Banos Creek State Recreation Area]

A. Big Pine Creek recreation area
Big Pine Creek recreation area is a popular outdoor destination in the eastern Sierra Nevada known for its alpine lakes, hiking trails, and access to the rugged backcountry near Big Pine, California.
B. Austin Creek State Recreation Area
Austin Creek State Recreation Area is a rugged California state park in Sonoma County known for its rolling oak woodlands, forests, and extensive hiking and camping opportunities.
C. Dry Creek Pioneer Regional Park
Dry Creek Pioneer Regional Park is a scenic East Bay regional park in California known for its rolling grasslands, oak woodlands, and extensive hiking and equestrian trails.
D. Crystal Basin Recreation Area
Crystal Basin Recreation Area is a popular outdoor destination in California’s Sierra Nevada offering camping, hiking, boating, and fishing around a series of mountain lakes and reservoirs.
E. Russian Gulch State Park
Russian Gulch State Park is a scenic California coastal park known for its rugged shoreline, forested canyons, waterfall, and oceanfront trails near Mendocino.
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: Los Banos Creek State Recreation Area
Triple: [Los Banos Creek Reservoir, locatedInProtectedArea, Los Banos Creek State Recreation Area]

Generated description

Los Banos Creek State Recreation Area is a California state-managed outdoor destination centered around Los Banos Creek Reservoir, offering opportunities for activities such as fishing, boating, camping, and wildlife viewing.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Los Banos Creek State Recreation Area
Target entity description: Los Banos Creek State Recreation Area is a California state-managed outdoor destination centered around Los Banos Creek Reservoir, offering opportunities for activities such as fishing, boating, camping, and wildlife viewing.

A. Big Pine Creek recreation area
Big Pine Creek recreation area is a popular outdoor destination in the eastern Sierra Nevada known for its alpine lakes, hiking trails, and access to the rugged backcountry near Big Pine, California.
B. Austin Creek State Recreation Area
Austin Creek State Recreation Area is a rugged California state park in Sonoma County known for its rolling oak woodlands, forests, and extensive hiking and camping opportunities.
C. Dry Creek Pioneer Regional Park
Dry Creek Pioneer Regional Park is a scenic East Bay regional park in California known for its rolling grasslands, oak woodlands, and extensive hiking and equestrian trails.
D. Crystal Basin Recreation Area
Crystal Basin Recreation Area is a popular outdoor destination in California’s Sierra Nevada offering camping, hiking, boating, and fishing around a series of mountain lakes and reservoirs.
E. Russian Gulch State Park
Russian Gulch State Park is a scenic California coastal park known for its rugged shoreline, forested canyons, waterfall, and oceanfront trails near Mendocino.
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_69d8076d8270819092afc2f0e9c359a8`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbc622a07c81909ef7fb55e719dd9a`	completed	April 12, 2026, 4:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f78b0ac4c88190ab6f753c6847eb6e`	completed	May 3, 2026, 5:51 p.m.
NEDg	Description generation	`batch_69f78cdf1a74819087b0370060ddfa99`	completed	May 3, 2026, 5:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69f78e00007c81909007a751fd4625c2`	completed	May 3, 2026, 6:03 p.m.

Created at: April 9, 2026, 9:52 p.m.