Triple

T2701173

Position	Surface form	Disambiguated ID	Type / Status
Subject	Israel Defense Forces	`E59229`	entity
Predicate	hasNotableProgram	`P2489`	FINISHED
Object	Atuda academic reserve program The Atuda academic reserve program is an Israeli initiative that allows selected students to complete university degrees before serving in the Israel Defense Forces in professional roles aligned with their studies.	`E290769`	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: Atuda academic reserve program | Statement: [Israel Defense Forces, hasNotableProgram, Atuda academic reserve program]

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

Target entity: Atuda academic reserve program
Context triple: [Israel Defense Forces, hasNotableProgram, Atuda academic reserve program]

A. Rappaport Urban Scholars program
The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
B. National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
C. Furman Academic Scholars Program
The Furman Academic Scholars Program is a selective New York University School of Law initiative that supports and mentors students interested in pursuing careers in legal academia.
D. University Center program
The University Center program is a U.S. Economic Development Administration initiative that partners with colleges and universities to leverage their expertise and resources in support of regional economic development and innovation.
E. Schwarzman Scholars program
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
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: Atuda academic reserve program
Triple: [Israel Defense Forces, hasNotableProgram, Atuda academic reserve program]

Generated description

The Atuda academic reserve program is an Israeli initiative that allows selected students to complete university degrees before serving in the Israel Defense Forces in professional roles aligned with their studies.

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

Target entity: Atuda academic reserve program
Target entity description: The Atuda academic reserve program is an Israeli initiative that allows selected students to complete university degrees before serving in the Israel Defense Forces in professional roles aligned with their studies.

A. Rappaport Urban Scholars program
The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
B. National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
C. Furman Academic Scholars Program
The Furman Academic Scholars Program is a selective New York University School of Law initiative that supports and mentors students interested in pursuing careers in legal academia.
D. University Center program
The University Center program is a U.S. Economic Development Administration initiative that partners with colleges and universities to leverage their expertise and resources in support of regional economic development and innovation.
E. Schwarzman Scholars program
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
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_69ab4ac66bc88190b9e4afa5fc843f72`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abda4c8d34819094f5e4cbc5a4bb9b`	completed	March 7, 2026, 7:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf7446f08190b5e073278725d1f4`	completed	March 10, 2026, 5:43 a.m.
NEDg	Description generation	`batch_69afb01c248c81909af7358da96aa588`	completed	March 10, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb0ae71888190ab0675b7897f1589`	completed	March 10, 2026, 5:48 a.m.

Created at: March 6, 2026, 9:55 p.m.