Triple

T15392809
Position Surface form Disambiguated ID Type / Status
Subject Gold Star families E368089 entity
Predicate supportedBy P67 FINISHED
Object Dependency and Indemnity Compensation
Dependency and Indemnity Compensation is a tax-free monetary benefit provided by the U.S. Department of Veterans Affairs to eligible survivors of military service members who died in the line of duty or from service-related conditions.
E1155395 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: Dependency and Indemnity Compensation | Statement: [Gold Star families, supportedBy, Dependency and Indemnity Compensation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dependency and Indemnity Compensation
Context triple: [Gold Star families, supportedBy, Dependency and Indemnity Compensation]
  • A. EEOICPA program
    The EEOICPA program is a U.S. federal compensation program that provides benefits to current and former nuclear weapons workers (or their survivors) who developed illnesses due to exposure to radiation or other toxic substances while working for the Department of Energy or its contractors.
  • B. Defense Base Act
    The Defense Base Act is a U.S. federal workers’ compensation law that extends Longshore and Harbor Workers’ Compensation Act protections to civilian employees working on U.S. military bases or under U.S. government contracts outside the United States.
  • C. Federal Employees’ Compensation Act
    The Federal Employees’ Compensation Act is a U.S. federal law that provides workers’ compensation benefits, including wage replacement and medical coverage, to civilian federal employees who suffer job-related injuries or occupational diseases.
  • D. Trade Readjustment Allowances
    Trade Readjustment Allowances are income-support payments provided to eligible workers who lose their jobs due to increased imports or shifts in production abroad, helping them financially while they pursue retraining or job search activities.
  • E. Division of Health Benefits
    The Division of Health Benefits is the North Carolina state agency responsible for administering Medicaid and related public health coverage programs.
  • 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: Dependency and Indemnity Compensation
Triple: [Gold Star families, supportedBy, Dependency and Indemnity Compensation]
Generated description
Dependency and Indemnity Compensation is a tax-free monetary benefit provided by the U.S. Department of Veterans Affairs to eligible survivors of military service members who died in the line of duty or from service-related conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dependency and Indemnity Compensation
Target entity description: Dependency and Indemnity Compensation is a tax-free monetary benefit provided by the U.S. Department of Veterans Affairs to eligible survivors of military service members who died in the line of duty or from service-related conditions.
  • A. EEOICPA program
    The EEOICPA program is a U.S. federal compensation program that provides benefits to current and former nuclear weapons workers (or their survivors) who developed illnesses due to exposure to radiation or other toxic substances while working for the Department of Energy or its contractors.
  • B. Defense Base Act
    The Defense Base Act is a U.S. federal workers’ compensation law that extends Longshore and Harbor Workers’ Compensation Act protections to civilian employees working on U.S. military bases or under U.S. government contracts outside the United States.
  • C. Federal Employees’ Compensation Act
    The Federal Employees’ Compensation Act is a U.S. federal law that provides workers’ compensation benefits, including wage replacement and medical coverage, to civilian federal employees who suffer job-related injuries or occupational diseases.
  • D. Trade Readjustment Allowances
    Trade Readjustment Allowances are income-support payments provided to eligible workers who lose their jobs due to increased imports or shifts in production abroad, helping them financially while they pursue retraining or job search activities.
  • E. Division of Health Benefits
    The Division of Health Benefits is the North Carolina state agency responsible for administering Medicaid and related public health coverage programs.
  • 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.