Triple

T6528781

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Economic Opportunity	`E151372`	entity
Predicate	notableProgramAdministered	`P10900`	FINISHED
Object	Legal Services Program The Legal Services Program was a federal initiative that provided free legal assistance to low-income individuals in the United States as part of the War on Poverty.	`E602106`	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: Legal Services Program | Statement: [Office of Economic Opportunity, notableProgramAdministered, Legal Services Program]

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

Target entity: Legal Services Program
Context triple: [Office of Economic Opportunity, notableProgramAdministered, Legal Services Program]

A. Lawyer Assistance Program
The Lawyer Assistance Program is a confidential support and rehabilitation service that helps attorneys and law students address issues such as substance use, mental health challenges, and stress affecting their professional competence.
B. Legal Service
The Legal Service is the European Commission’s in-house legal advisory and litigation body, responsible for ensuring the legality and consistency of the institution’s actions and representing it before EU and international courts.
C. Law Students’ Legal Advice Program
The Law Students’ Legal Advice Program is a legal clinic where law students, under supervision, provide free or low-cost legal assistance to members of the community.
D. Program in Law and Public Service
The Program in Law and Public Service at the University of Virginia School of Law is a specialized academic and career-support initiative that prepares law students for careers dedicated to public interest, government service, and social justice.
E. Legal Services Corporation Act
The Legal Services Corporation Act is a U.S. federal law that created a nonprofit corporation to fund and support civil legal assistance for low-income Americans.
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: Legal Services Program
Triple: [Office of Economic Opportunity, notableProgramAdministered, Legal Services Program]

Generated description

The Legal Services Program was a federal initiative that provided free legal assistance to low-income individuals in the United States as part of the War on Poverty.

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

Target entity: Legal Services Program
Target entity description: The Legal Services Program was a federal initiative that provided free legal assistance to low-income individuals in the United States as part of the War on Poverty.

A. Lawyer Assistance Program
The Lawyer Assistance Program is a confidential support and rehabilitation service that helps attorneys and law students address issues such as substance use, mental health challenges, and stress affecting their professional competence.
B. Legal Service
The Legal Service is the European Commission’s in-house legal advisory and litigation body, responsible for ensuring the legality and consistency of the institution’s actions and representing it before EU and international courts.
C. Law Students’ Legal Advice Program
The Law Students’ Legal Advice Program is a legal clinic where law students, under supervision, provide free or low-cost legal assistance to members of the community.
D. Program in Law and Public Service
The Program in Law and Public Service at the University of Virginia School of Law is a specialized academic and career-support initiative that prepares law students for careers dedicated to public interest, government service, and social justice.
E. Legal Services Corporation Act
The Legal Services Corporation Act is a U.S. federal law that created a nonprofit corporation to fund and support civil legal assistance for low-income Americans.
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_69c687f522748190b3058405553cdabd`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6adaafbfc8190a3e3c75ea5958c67`	completed	March 27, 2026, 4:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6cb7a85dc8190a97138a20728b43f`	completed	March 27, 2026, 6:24 p.m.
NEDg	Description generation	`batch_69c6cd049fac81908c955caa0ccac5ba`	completed	March 27, 2026, 6:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6ce00096c8190a3015bcd392e0ce4`	completed	March 27, 2026, 6:35 p.m.

Created at: March 27, 2026, 1:46 p.m.