Triple

T5727474

Position	Surface form	Disambiguated ID	Type / Status
Subject	Guadalupe-Nipomo Dunes	`E126299`	entity
Predicate	managedBy	`P86`	FINISHED
Object	Dunes Center (local nonprofit partner) Dunes Center (local nonprofit partner) is a community-based nonprofit organization dedicated to conserving the Guadalupe-Nipomo Dunes ecosystem while providing environmental education and interpretive programs to the public.	`E542174`	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: Dunes Center (local nonprofit partner) | Statement: [Guadalupe-Nipomo Dunes, managedBy, Dunes Center (local nonprofit partner)]

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

Target entity: Dunes Center (local nonprofit partner)
Context triple: [Guadalupe-Nipomo Dunes, managedBy, Dunes Center (local nonprofit partner)]

A. Community Partnerships Bureau
The Community Partnerships Bureau is a division of the Los Angeles County Sheriff's Department focused on building relationships with residents and community organizations to enhance public safety and trust.
B. Tamer Center for Social Enterprise
The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
C. NRDC Equity Partners
NRDC Equity Partners is a private investment firm specializing in retail and real estate assets, known for its ownership and restructuring of major department store chains.
D. Conservation and Resources Center
The Conservation and Resources Center is MUCEM’s dedicated facility for preserving, studying, and providing access to its collections and documentary resources.
E. Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
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: Dunes Center (local nonprofit partner)
Triple: [Guadalupe-Nipomo Dunes, managedBy, Dunes Center (local nonprofit partner)]

Generated description

Dunes Center (local nonprofit partner) is a community-based nonprofit organization dedicated to conserving the Guadalupe-Nipomo Dunes ecosystem while providing environmental education and interpretive programs to the public.

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

Target entity: Dunes Center (local nonprofit partner)
Target entity description: Dunes Center (local nonprofit partner) is a community-based nonprofit organization dedicated to conserving the Guadalupe-Nipomo Dunes ecosystem while providing environmental education and interpretive programs to the public.

A. Community Partnerships Bureau
The Community Partnerships Bureau is a division of the Los Angeles County Sheriff's Department focused on building relationships with residents and community organizations to enhance public safety and trust.
B. Tamer Center for Social Enterprise
The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
C. NRDC Equity Partners
NRDC Equity Partners is a private investment firm specializing in retail and real estate assets, known for its ownership and restructuring of major department store chains.
D. Conservation and Resources Center
The Conservation and Resources Center is MUCEM’s dedicated facility for preserving, studying, and providing access to its collections and documentary resources.
E. Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
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_69c0082f723881908ce8bb13a0c0f8b7`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0250c0ca081909340abae204cc226`	completed	March 22, 2026, 5:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a8a1d08819080f071eb22db54d3`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05e02edc48190938613946f19df01`	completed	March 22, 2026, 9:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c0621308588190a0d7a86bb804134d`	completed	March 22, 2026, 9:41 p.m.

Created at: March 22, 2026, 3:47 p.m.