Triple

T12605876
Position Surface form Disambiguated ID Type / Status
Subject United States federal programs E300976 entity
Predicate notableExample P1503 FINISHED
Object GI Bill education benefits E174208 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: GI Bill education benefits | Statement: [United States federal programs, notableExample, GI Bill education benefits]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GI Bill education benefits
Context triple: [United States federal programs, notableExample, GI Bill education benefits]
  • A. GI Bill chosen
    The GI Bill is a landmark U.S. law that provided returning World War II veterans with benefits such as tuition assistance, low-cost mortgages, and unemployment support, profoundly expanding access to higher education and homeownership.
  • B. Post-9/11 GI Bill
    The Post-9/11 GI Bill is a U.S. education benefit program that provides tuition assistance, housing allowances, and other support to veterans and service members who served on active duty after September 10, 2001.
  • C. Montgomery GI Bill
    The Montgomery GI Bill is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for tuition and training to eligible service members and veterans.
  • D. Survivors’ and Dependents’ Educational Assistance
    Survivors’ and Dependents’ Educational Assistance is a U.S. Department of Veterans Affairs benefit program that provides education and training support to eligible dependents and survivors of certain veterans and service members.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d7bdea2ca881908f379526c13b1145 elicitation completed
NER batch_69d954e7f2dc8190a42cab7a0e5ea7f3 ner completed
NED1 batch_69f65ecd1b748190bd961497b30e1ae5 ned_source_triple completed
Created at: April 9, 2026, 5:10 p.m.