Triple

T15392808
Position Surface form Disambiguated ID Type / Status
Subject Gold Star families E368089 entity
Predicate supportedBy P67 FINISHED
Object Survivor Benefit Plan
The Survivor Benefit Plan is a U.S. Department of Defense program that provides ongoing income to eligible survivors of deceased military service members and retirees.
E1155394 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: Survivor Benefit Plan | Statement: [Gold Star families, supportedBy, Survivor Benefit Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Survivor Benefit Plan
Context triple: [Gold Star families, supportedBy, Survivor Benefit Plan]
  • A. Thrift Savings Plan
    The Thrift Savings Plan is a U.S. federal government–sponsored defined-contribution retirement savings and investment plan for federal employees and members of the uniformed services, similar to a 401(k).
  • B. Veterans Pension and Survivors Benefit
    Veterans Pension and Survivors Benefit is a U.S. Department of Veterans Affairs program that provides need-based monthly payments to wartime veterans and eligible surviving family members to help ensure their financial security.
  • C. Supplementary Benefits Commission
    The Supplementary Benefits Commission was a UK government body responsible for administering means-tested financial assistance to individuals and families with low incomes, particularly during the late 1960s and 1970s.
  • D. Social Security retirement benefits
    Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.
  • 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. 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: Survivor Benefit Plan
Triple: [Gold Star families, supportedBy, Survivor Benefit Plan]
Generated description
The Survivor Benefit Plan is a U.S. Department of Defense program that provides ongoing income to eligible survivors of deceased military service members and retirees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Survivor Benefit Plan
Target entity description: The Survivor Benefit Plan is a U.S. Department of Defense program that provides ongoing income to eligible survivors of deceased military service members and retirees.
  • A. Thrift Savings Plan
    The Thrift Savings Plan is a U.S. federal government–sponsored defined-contribution retirement savings and investment plan for federal employees and members of the uniformed services, similar to a 401(k).
  • B. Veterans Pension and Survivors Benefit
    Veterans Pension and Survivors Benefit is a U.S. Department of Veterans Affairs program that provides need-based monthly payments to wartime veterans and eligible surviving family members to help ensure their financial security.
  • C. Supplementary Benefits Commission
    The Supplementary Benefits Commission was a UK government body responsible for administering means-tested financial assistance to individuals and families with low incomes, particularly during the late 1960s and 1970s.
  • D. Social Security retirement benefits
    Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.
  • 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. 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e7838b48190862b43c6c8620692 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1350699c8190acf7830d88455851 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff17c6837c8190a2b6fa1ac9c3de01 completed May 9, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69ff184d63e88190906689e14cfc8933 completed May 9, 2026, 11:19 a.m.
Created at: April 10, 2026, 3:19 a.m.