Triple

T9230306
Position Surface form Disambiguated ID Type / Status
Subject Hartz IV unemployment benefit E221799 entity
Predicate alsoKnownAs P39 FINISHED
Object Arbeitslosengeld II
Arbeitslosengeld II is a German social welfare benefit that provided basic income support for long-term unemployed and low-income individuals under the former Hartz IV system.
E786964 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: Arbeitslosengeld II | Statement: [Hartz IV unemployment benefit, alsoKnownAs, Arbeitslosengeld II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arbeitslosengeld II
Context triple: [Hartz IV unemployment benefit, alsoKnownAs, Arbeitslosengeld II]
  • A. The American Dream II
    The American Dream II is a work within the broader American Dream series that continues its exploration of themes related to aspiration, identity, and the pursuit of success in American culture.
  • B. Welfare Symphony
    Welfare Symphony is a musical composition featured within the Japanese multimedia franchise "Fantasy."
  • C. The Pay Day
    The Pay Day is a British heist comedy film that follows a broke IT technician who is drawn into a risky data theft scheme that spirals out of control.
  • D. The Work Number
    The Work Number is a widely used employment and income verification service that provides automated, third-party access to payroll data for lenders, employers, and government agencies.
  • E. Strength to Love
    Strength to Love is a collection of sermons and essays by Martin Luther King Jr. that explores Christian theology, nonviolence, and the moral foundations of the civil rights movement.
  • 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: Arbeitslosengeld II
Triple: [Hartz IV unemployment benefit, alsoKnownAs, Arbeitslosengeld II]
Generated description
Arbeitslosengeld II is a German social welfare benefit that provided basic income support for long-term unemployed and low-income individuals under the former Hartz IV system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arbeitslosengeld II
Target entity description: Arbeitslosengeld II is a German social welfare benefit that provided basic income support for long-term unemployed and low-income individuals under the former Hartz IV system.
  • A. The American Dream II
    The American Dream II is a work within the broader American Dream series that continues its exploration of themes related to aspiration, identity, and the pursuit of success in American culture.
  • B. Welfare Symphony
    Welfare Symphony is a musical composition featured within the Japanese multimedia franchise "Fantasy."
  • C. The Pay Day
    The Pay Day is a British heist comedy film that follows a broke IT technician who is drawn into a risky data theft scheme that spirals out of control.
  • D. The Work Number
    The Work Number is a widely used employment and income verification service that provides automated, third-party access to payroll data for lenders, employers, and government agencies.
  • E. Strength to Love
    Strength to Love is a collection of sermons and essays by Martin Luther King Jr. that explores Christian theology, nonviolence, and the moral foundations of the civil rights movement.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccee17a2dc8190b373f78be7247f0d completed April 1, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077a789f0819087d7f7612bbeaf6a completed April 4, 2026, 2:29 a.m.
NEDg Description generation batch_69d07a23205881909d96450759016e94 completed April 4, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69d07aaf06a08190b721e4b3f5a65c29 completed April 4, 2026, 2:42 a.m.
Created at: March 30, 2026, 7:29 p.m.