Triple

T44610

Position	Surface form	Disambiguated ID	Type / Status
Subject	Neal Lane	`E875`	entity
Predicate	memberOf	`P10`	FINISHED
Object	National Academy of Public Administration The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.	`E2419`	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: National Academy of Public Administration | Statement: [Neal Lane, memberOf, National Academy of Public Administration]

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

Target entity: National Academy of Public Administration
Context triple: [Neal Lane, memberOf, National Academy of Public Administration]

A. Harvard Kennedy School
Harvard Kennedy School is Harvard University's graduate school of public policy and public administration, renowned for training leaders in government, politics, and international affairs.
B. National Academies of Sciences, Engineering, and Medicine
The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
C. National Research Council
The National Research Council is a U.S. organization that provides independent, expert advice on scientific, engineering, and medical issues to inform public policy and decision-making.
D. National Academy of Medicine
The National Academy of Medicine is a leading U.S. nonprofit institution that provides expert, evidence-based advice on health, medicine, and biomedical science to inform policy and improve public health.
E. National Academy of Sciences
The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
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: National Academy of Public Administration
Triple: [Neal Lane, memberOf, National Academy of Public Administration]

Generated description

The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.

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

Target entity: National Academy of Public Administration
Target entity description: The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.

A. Harvard Kennedy School
Harvard Kennedy School is Harvard University's graduate school of public policy and public administration, renowned for training leaders in government, politics, and international affairs.
B. National Academies of Sciences, Engineering, and Medicine
The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
C. National Research Council
The National Research Council is a U.S. organization that provides independent, expert advice on scientific, engineering, and medical issues to inform public policy and decision-making.
D. National Academy of Medicine
The National Academy of Medicine is a leading U.S. nonprofit institution that provides expert, evidence-based advice on health, medicine, and biomedical science to inform policy and improve public health.
E. National Academy of Sciences
The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
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_69a247a8f6c08190bac804906d62ed5a`	completed	Feb. 28, 2026, 1:40 a.m.
NER	Named-entity recognition	`batch_69a24ae36824819080e8336a3c9f9bf8`	completed	Feb. 28, 2026, 1:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a24e63a9848190a0f38b23521804e6`	completed	Feb. 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69a24efe21148190849accf51a2632f0`	completed	Feb. 28, 2026, 2:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69a24fcbeee4819087186dada7466dfe`	completed	Feb. 28, 2026, 2:15 a.m.

Created at: Feb. 28, 2026, 1:46 a.m.