Triple

T9697957

Position	Surface form	Disambiguated ID	Type / Status
Subject	Burlingame Public Library	`E234700`	entity
Predicate	memberOf	`P10`	FINISHED
Object	California public library network The California public library network is a statewide consortium of public libraries that collaborate to share resources, services, and access to information for residents across California.	`E814499`	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 public library network | Statement: [Burlingame Public Library, memberOf, California public library network]

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

Target entity: California public library network
Context triple: [Burlingame Public Library, memberOf, California public library network]

A. University of California Libraries system
The University of California Libraries system is a coordinated network of academic research libraries across the University of California campuses that share resources, collections, and services to support teaching, learning, and scholarship.
B. Santa Clara County Library District
The Santa Clara County Library District is a public library system serving multiple communities in Santa Clara County, California with shared resources, programs, and services.
C. San Francisco Public Library
The San Francisco Public Library is the city’s main public library system, providing free access to books, digital resources, and community programs through a central library and neighborhood branches.
D. Contra Costa County Library
Contra Costa County Library is a public library system serving communities throughout Contra Costa County, California, with multiple branches and library services.
E. California Digital Library
The California Digital Library is a digital library service of the University of California system that provides shared online collections, infrastructure, and tools to support research, teaching, and preservation.
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 public library network
Triple: [Burlingame Public Library, memberOf, California public library network]

Generated description

The California public library network is a statewide consortium of public libraries that collaborate to share resources, services, and access to information for residents across California.

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

Target entity: California public library network
Target entity description: The California public library network is a statewide consortium of public libraries that collaborate to share resources, services, and access to information for residents across California.

A. University of California Libraries system
The University of California Libraries system is a coordinated network of academic research libraries across the University of California campuses that share resources, collections, and services to support teaching, learning, and scholarship.
B. Santa Clara County Library District
The Santa Clara County Library District is a public library system serving multiple communities in Santa Clara County, California with shared resources, programs, and services.
C. San Francisco Public Library
The San Francisco Public Library is the city’s main public library system, providing free access to books, digital resources, and community programs through a central library and neighborhood branches.
D. Contra Costa County Library
Contra Costa County Library is a public library system serving communities throughout Contra Costa County, California, with multiple branches and library services.
E. California Digital Library
The California Digital Library is a digital library service of the University of California system that provides shared online collections, infrastructure, and tools to support research, teaching, and preservation.
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_69ca84cb580c8190a7e5f4b3bcdaf2a4`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cd9d3c02e0819098d05c68805689f1`	completed	April 1, 2026, 10:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d19125d3cc819082b3736d1b4ba802`	completed	April 4, 2026, 10:31 p.m.
NEDg	Description generation	`batch_69d192f37e54819099d316ce44de2c81`	completed	April 4, 2026, 10:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69d1933ffc3481909395c9efb63875bb`	completed	April 4, 2026, 10:40 p.m.

Created at: March 30, 2026, 8:18 p.m.