Triple

T23090411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Student Aid	`E575731`	entity
Predicate	managesProgram	`P86`	FINISHED
Object	Iraq and Afghanistan Service Grant The Iraq and Afghanistan Service Grant is a federal financial aid program that provides college funding to students whose parent or guardian died as a result of military service in Iraq or Afghanistan after 9/11 and who are otherwise ineligible for a Pell Grant.	`E1570210`	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: Iraq and Afghanistan Service Grant | Statement: [Federal Student Aid, managesProgram, Iraq and Afghanistan Service Grant]

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

Target entity: Iraq and Afghanistan Service Grant
Context triple: [Federal Student Aid, managesProgram, Iraq and Afghanistan Service Grant]

A. Global War on Terrorism Service Medal
The Global War on Terrorism Service Medal is a United States military award presented to service members who have performed support duty in the broader campaign against terrorism following the September 11, 2001 attacks.
B. Iraq Campaign Medal
The Iraq Campaign Medal is a United States military decoration awarded to service members who participated in operations in Iraq during the Iraq War.
C. Afghanistan Campaign Medal
The Afghanistan Campaign Medal is a United States military decoration awarded to service members who served in direct support of operations in Afghanistan after 2001.
D. Montgomery GI Bill Selected Reserve
The Montgomery GI Bill Selected Reserve is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for training and education to eligible members of the Reserve and National Guard.
E. Global War on Terrorism Expeditionary Medal
The Global War on Terrorism Expeditionary Medal is a U.S. military decoration awarded to service members who deploy abroad in support of designated operations in the global war on terrorism.
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: Iraq and Afghanistan Service Grant
Triple: [Federal Student Aid, managesProgram, Iraq and Afghanistan Service Grant]

Generated description

The Iraq and Afghanistan Service Grant is a federal financial aid program that provides college funding to students whose parent or guardian died as a result of military service in Iraq or Afghanistan after 9/11 and who are otherwise ineligible for a Pell Grant.

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

Target entity: Iraq and Afghanistan Service Grant
Target entity description: The Iraq and Afghanistan Service Grant is a federal financial aid program that provides college funding to students whose parent or guardian died as a result of military service in Iraq or Afghanistan after 9/11 and who are otherwise ineligible for a Pell Grant.

A. Global War on Terrorism Service Medal
The Global War on Terrorism Service Medal is a United States military award presented to service members who have performed support duty in the broader campaign against terrorism following the September 11, 2001 attacks.
B. Iraq Campaign Medal
The Iraq Campaign Medal is a United States military decoration awarded to service members who participated in operations in Iraq during the Iraq War.
C. Afghanistan Campaign Medal
The Afghanistan Campaign Medal is a United States military decoration awarded to service members who served in direct support of operations in Afghanistan after 2001.
D. Montgomery GI Bill Selected Reserve
The Montgomery GI Bill Selected Reserve is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for training and education to eligible members of the Reserve and National Guard.
E. Global War on Terrorism Expeditionary Medal
The Global War on Terrorism Expeditionary Medal is a U.S. military decoration awarded to service members who deploy abroad in support of designated operations in the global war on terrorism.
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_69e245bf3e3c819086d3448720efc01b`	completed	April 17, 2026, 2:37 p.m.
NER	Named-entity recognition	`batch_69f18da99bec81908ecadf8dab10d1b7`	completed	April 29, 2026, 4:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c15b77f7c8190b374a581b776d155`	completed	May 19, 2026, 7:48 a.m.
NEDg	Description generation	`batch_6a0c17791f8481909f0f42f9122e0c3a`	completed	May 19, 2026, 7:55 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c1863ea2c81909345cb5701fcd8ed`	completed	May 19, 2026, 7:59 a.m.

Created at: April 17, 2026, 3:57 p.m.