Triple

T1953612

Position	Surface form	Disambiguated ID	Type / Status
Subject	World Resources Institute	`E42212`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	Governance Center Governance Center is a World Resources Institute program focused on strengthening environmental governance, transparency, and accountability in natural resource decision-making.	`E218318`	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: Governance Center | Statement: [World Resources Institute, hasProgram, Governance Center]

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

Target entity: Governance Center
Context triple: [World Resources Institute, hasProgram, Governance Center]

A. Ash Center for Democratic Governance and Innovation
The Ash Center for Democratic Governance and Innovation is a research and policy center at Harvard focused on strengthening democracy, improving public governance, and fostering innovative solutions in the public sector worldwide.
B. Center for Constitutional Governance
The Center for Constitutional Governance is a Columbia Law School research and policy center focused on the study and strengthening of constitutional structure, democratic institutions, and the rule of law.
C. Governing Body
The Governing Body is the executive council of the International Labour Organization that sets policies, establishes the agenda, and oversees the organization’s work.
D. Center for Preventive Action
The Center for Preventive Action is a program of the Council on Foreign Relations that focuses on identifying and preventing emerging conflicts and crises around the world through analysis, policy recommendations, and contingency planning.
E. Center for Civic Engagement
The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
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: Governance Center
Triple: [World Resources Institute, hasProgram, Governance Center]

Generated description

Governance Center is a World Resources Institute program focused on strengthening environmental governance, transparency, and accountability in natural resource decision-making.

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

Target entity: Governance Center
Target entity description: Governance Center is a World Resources Institute program focused on strengthening environmental governance, transparency, and accountability in natural resource decision-making.

A. Ash Center for Democratic Governance and Innovation
The Ash Center for Democratic Governance and Innovation is a research and policy center at Harvard focused on strengthening democracy, improving public governance, and fostering innovative solutions in the public sector worldwide.
B. Center for Constitutional Governance
The Center for Constitutional Governance is a Columbia Law School research and policy center focused on the study and strengthening of constitutional structure, democratic institutions, and the rule of law.
C. Governing Body
The Governing Body is the executive council of the International Labour Organization that sets policies, establishes the agenda, and oversees the organization’s work.
D. Center for Preventive Action
The Center for Preventive Action is a program of the Council on Foreign Relations that focuses on identifying and preventing emerging conflicts and crises around the world through analysis, policy recommendations, and contingency planning.
E. Center for Civic Engagement
The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
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_69a8870eea088190a38781990812a9bc`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb351c148819080173c09876e814a`	completed	March 7, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adfbc8146c819084d3dc3b16efb123`	completed	March 8, 2026, 10:44 p.m.
NEDg	Description generation	`batch_69adfc6bd8e08190a065a89ab3412126`	completed	March 8, 2026, 10:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69adfcee414c8190b1a0574f6bd55602`	completed	March 8, 2026, 10:49 p.m.

Created at: March 4, 2026, 7:36 p.m.