Triple

T5957327
Position Surface form Disambiguated ID Type / Status
Subject 78th United States Congress E132548 entity
Predicate enacted P6890 FINISHED
Object G.I. Bill 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: G.I. Bill | Statement: [78th United States Congress, enacted, G.I. Bill]

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: G.I. Bill
Context triple: [78th United States Congress, enacted, G.I. Bill]
  • 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. Universal Military Training and Service Act of 1951
    The Universal Military Training and Service Act of 1951 was a U.S. federal law that expanded and extended peacetime conscription during the early Cold War, strengthening the nation’s draft system and military manpower.
  • C. Selective Training and Service Act of 1940
    The Selective Training and Service Act of 1940 was a U.S. federal law that established the first peacetime military draft in American history, creating the framework for conscription during World War II.
  • 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. National Defense Education Act
    The National Defense Education Act was a landmark 1958 U.S. law that massively expanded federal funding for science, mathematics, and foreign language education in response to Cold War pressures and the Soviet launch of Sputnik.
  • 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_69c0086b05cc8190a8f36a96927a525c elicitation completed
NER batch_69c039c34ca881909a219eddf99348ab ner completed
NED1 batch_69c0e3dd99888190ac3eeef692a7d879 ned_source_triple completed
Created at: March 22, 2026, 4:02 p.m.