Triple

T4210162

Position	Surface form	Disambiguated ID	Type / Status
Subject	California Master Plan for Higher Education	`E93880`	entity
Predicate	author	`P4`	FINISHED
Object	California Master Plan Survey Team The California Master Plan Survey Team was the group of educators and policymakers that developed the landmark 1960 California Master Plan for Higher Education, which structured the state’s public college and university system.	`E421893`	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: California Master Plan Survey Team | Statement: [California Master Plan for Higher Education, author, California Master Plan Survey Team]

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

Target entity: California Master Plan Survey Team
Context triple: [California Master Plan for Higher Education, author, California Master Plan Survey Team]

A. Metropolitan Planning Organizations in Northern California
Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
B. San Francisco Planning Commission
The San Francisco Planning Commission is a city body that oversees land use, development proposals, and long-term urban planning policies for San Francisco.
C. San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
D. Los Angeles Department of City Planning
The Los Angeles Department of City Planning is the municipal agency responsible for guiding land use, development, and long-term urban planning policy for the City of Los Angeles.
E. San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
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: California Master Plan Survey Team
Triple: [California Master Plan for Higher Education, author, California Master Plan Survey Team]

Generated description

The California Master Plan Survey Team was the group of educators and policymakers that developed the landmark 1960 California Master Plan for Higher Education, which structured the state’s public college and university system.

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

Target entity: California Master Plan Survey Team
Target entity description: The California Master Plan Survey Team was the group of educators and policymakers that developed the landmark 1960 California Master Plan for Higher Education, which structured the state’s public college and university system.

A. Metropolitan Planning Organizations in Northern California
Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
B. San Francisco Planning Commission
The San Francisco Planning Commission is a city body that oversees land use, development proposals, and long-term urban planning policies for San Francisco.
C. San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
D. Los Angeles Department of City Planning
The Los Angeles Department of City Planning is the municipal agency responsible for guiding land use, development, and long-term urban planning policy for the City of Los Angeles.
E. San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
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_69b3451743608190808f41d17ccf2650`	completed	March 12, 2026, 10:58 p.m.
NER	Named-entity recognition	`batch_69b34810de648190b09c5e705cf0a74e`	completed	March 12, 2026, 11:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5962ec4f8819085bef81ce71aa132`	completed	March 14, 2026, 5:09 p.m.
NEDg	Description generation	`batch_69b596eb6c288190a63c61d5e71c609b`	completed	March 14, 2026, 5:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69b59788ef308190a34c2f23f22a7e4d`	completed	March 14, 2026, 5:14 p.m.

Created at: March 12, 2026, 11:03 p.m.