Triple

T21091807
Position Surface form Disambiguated ID Type / Status
Subject Survivors’ and Dependents’ Educational Assistance E519655 entity
Predicate alsoKnownAs P39 FINISHED
Object DEA
DEA is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for schooling or job training to eligible dependents and survivors of certain veterans and service members.
E1466338 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: DEA | Statement: [Survivors’ and Dependents’ Educational Assistance, alsoKnownAs, DEA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DEA
Context triple: [Survivors’ and Dependents’ Educational Assistance, alsoKnownAs, DEA]
  • A. DEA
    DEA is an abbreviation commonly used for the Department of Economic Affairs, a government body responsible for formulating and implementing economic policy.
  • B. DEA
    DEA is an early U.S. government–standardized symmetric-key block cipher algorithm that was widely used for data encryption before being superseded by more secure standards.
  • C. DEA
    DEA is the IATA airport code for Dera Ghazi Khan Airport, a regional airport serving the city of Dera Ghazi Khan in Pakistan.
  • D. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • E. DEA ASAC
    DEA ASAC is a mid-level leadership position within the U.S. Drug Enforcement Administration, responsible for assisting in the management and oversight of a field division’s operations and personnel.
  • 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: DEA
Triple: [Survivors’ and Dependents’ Educational Assistance, alsoKnownAs, DEA]
Generated description
DEA is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for schooling or job training to eligible dependents and survivors of certain veterans and service members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DEA
Target entity description: DEA is a U.S. Department of Veterans Affairs education benefit program that provides financial assistance for schooling or job training to eligible dependents and survivors of certain veterans and service members.
  • A. DEA
    DEA is an abbreviation commonly used for the Department of Economic Affairs, a government body responsible for formulating and implementing economic policy.
  • B. DEA
    DEA is an early U.S. government–standardized symmetric-key block cipher algorithm that was widely used for data encryption before being superseded by more secure standards.
  • C. DEA
    DEA is the IATA airport code for Dera Ghazi Khan Airport, a regional airport serving the city of Dera Ghazi Khan in Pakistan.
  • D. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • E. DEA ASAC
    DEA ASAC is a mid-level leadership position within the U.S. Drug Enforcement Administration, responsible for assisting in the management and oversight of a field division’s operations and personnel.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7094f6ebc8190a90b014755a9d4a6 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5a70c88190812a7ec9efa8fa42 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095c017bec81909fd6c73a0fb677df completed May 17, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a095cee4c308190a08844f285231ff9 completed May 17, 2026, 6:15 a.m.
Created at: April 16, 2026, 2:51 p.m.