Triple

T18984455

Position	Surface form	Disambiguated ID	Type / Status
Subject	Loudoun County Public Library	`E464516`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Outreach Services Outreach Services is a specialized branch of the Loudoun County Public Library that delivers library resources and programs directly to community members who may have difficulty accessing traditional library locations.	`E1352360`	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: Outreach Services | Statement: [Loudoun County Public Library, hasBranch, Outreach Services]

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

Target entity: Outreach Services
Context triple: [Loudoun County Public Library, hasBranch, Outreach Services]

A. Public and Outreach Services
Public and Outreach Services is a department of the Maine State Library responsible for engaging the public through library programs, community outreach, and access to information resources.
B. School and Community Outreach
School and Community Outreach is a New York State Police division focused on building relationships with schools and local communities through education, safety programs, and public engagement initiatives.
C. Outreach Division
The Outreach Division is a unit within the United Nations Department of Global Communications responsible for engaging global audiences and promoting awareness of the UN’s work and priorities.
D. Community Outreach Unit
The Community Outreach Unit is a specialized division of the Tampa Police Department focused on building relationships with residents, promoting public safety education, and collaborating with community organizations.
E. 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.
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: Outreach Services
Triple: [Loudoun County Public Library, hasBranch, Outreach Services]

Generated description

Outreach Services is a specialized branch of the Loudoun County Public Library that delivers library resources and programs directly to community members who may have difficulty accessing traditional library locations.

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

Target entity: Outreach Services
Target entity description: Outreach Services is a specialized branch of the Loudoun County Public Library that delivers library resources and programs directly to community members who may have difficulty accessing traditional library locations.

A. Public and Outreach Services
Public and Outreach Services is a department of the Maine State Library responsible for engaging the public through library programs, community outreach, and access to information resources.
B. School and Community Outreach
School and Community Outreach is a New York State Police division focused on building relationships with schools and local communities through education, safety programs, and public engagement initiatives.
C. Outreach Division
The Outreach Division is a unit within the United Nations Department of Global Communications responsible for engaging global audiences and promoting awareness of the UN’s work and priorities.
D. Community Outreach Unit
The Community Outreach Unit is a specialized division of the Tampa Police Department focused on building relationships with residents, promoting public safety education, and collaborating with community organizations.
E. 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.
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_69d8dd008af48190a97ff1c6488edf1b`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5d65ec0bc8190b878252b1b4c3620`	completed	April 20, 2026, 7:31 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a05ad43dbb88190a34ff757ca925cbf`	completed	May 14, 2026, 11:08 a.m.
NEDg	Description generation	`batch_6a05aedf05c4819096ac6a61ada4b310`	completed	May 14, 2026, 11:15 a.m.
NED2	Entity disambiguation (via description)	`batch_6a05afe523208190a97142cd8e3b887b`	completed	May 14, 2026, 11:20 a.m.

Created at: April 10, 2026, 12:01 p.m.