Triple

T12528262
Position Surface form Disambiguated ID Type / Status
Subject Reemployment Services and Eligibility Assessments grants E299493 entity
Predicate appliesToProgram P1129 FINISHED
Object Unemployment Insurance
Unemployment Insurance is a government program that provides temporary financial assistance to eligible workers who lose their jobs through no fault of their own while they search for new employment.
E986329 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: Unemployment Insurance | Statement: [Reemployment Services and Eligibility Assessments grants, appliesToProgram, Unemployment Insurance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unemployment Insurance
Context triple: [Reemployment Services and Eligibility Assessments grants, appliesToProgram, Unemployment Insurance]
  • A. Arbeitslosengeld I
    Arbeitslosengeld I is Germany’s primary contributory unemployment insurance benefit, paid for a limited time to jobseekers who previously paid into the statutory unemployment insurance system.
  • B. Unemployment Insurance Act 1921
    The Unemployment Insurance Act 1921 was a UK law that amended and extended the existing unemployment benefits system established after World War I, tightening eligibility and adjusting contributions and payments in response to rising joblessness.
  • C. Social Security
    Social Security is a U.S. federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes.
  • D. Unemployment Insurance Act 1920
    The Unemployment Insurance Act 1920 was a landmark British law that greatly expanded the state-run unemployment benefits system to cover most manual and lower-paid workers after World War I.
  • E. California Unemployment Insurance Code
    The California Unemployment Insurance Code is a body of state statutory law that governs unemployment insurance, disability insurance, and related employment tax and benefit programs in California.
  • 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: Unemployment Insurance
Triple: [Reemployment Services and Eligibility Assessments grants, appliesToProgram, Unemployment Insurance]
Generated description
Unemployment Insurance is a government program that provides temporary financial assistance to eligible workers who lose their jobs through no fault of their own while they search for new employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unemployment Insurance
Target entity description: Unemployment Insurance is a government program that provides temporary financial assistance to eligible workers who lose their jobs through no fault of their own while they search for new employment.
  • A. Arbeitslosengeld I
    Arbeitslosengeld I is Germany’s primary contributory unemployment insurance benefit, paid for a limited time to jobseekers who previously paid into the statutory unemployment insurance system.
  • B. Unemployment Insurance Act 1921
    The Unemployment Insurance Act 1921 was a UK law that amended and extended the existing unemployment benefits system established after World War I, tightening eligibility and adjusting contributions and payments in response to rising joblessness.
  • C. Social Security
    Social Security is a U.S. federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes.
  • D. Unemployment Insurance Act 1920
    The Unemployment Insurance Act 1920 was a landmark British law that greatly expanded the state-run unemployment benefits system to cover most manual and lower-paid workers after World War I.
  • E. California Unemployment Insurance Code
    The California Unemployment Insurance Code is a body of state statutory law that governs unemployment insurance, disability insurance, and related employment tax and benefit programs in California.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d668e548190979b3da72fe21ae7 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.