Triple

T4089756
Position Surface form Disambiguated ID Type / Status
Subject Title VIII Community Living Assistance Services and Supports E87675 entity
Predicate titleNumberWithinACA P7922 FINISHED
Object Title VIII
Title VIII is a section of the Affordable Care Act that established the Community Living Assistance Services and Supports (CLASS) program, a voluntary long-term care insurance initiative intended to help individuals with disabilities or chronic conditions live independently.
E412568 NE FINISHED

How this triple was built (5 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: Title VIII | Statement: [Title VIII Community Living Assistance Services and Supports, titleNumberWithinACA, Title VIII]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VIII
Context triple: [Title VIII Community Living Assistance Services and Supports, titleNumberWithinACA, Title VIII]
  • A. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • B. Section VIII
    Section VIII is the portion of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, inspection, testing, and certification requirements for pressure vessels.
  • C. Section Eight
    Section Eight was a film production company co-founded by director Steven Soderbergh and actor George Clooney, known for producing several acclaimed independent and studio films in the early 2000s.
  • D. Article VIII
    Article VIII is the provision of the 1948 Genocide Convention that empowers United Nations organs to take appropriate action to prevent and suppress acts of genocide.
  • E. Article VIII
    Article VIII is a provision of the Biological Weapons Convention that addresses the treaty’s relationship with other international agreements and obligations, reinforcing that its implementation should support and not undermine broader disarmament and security frameworks.
  • 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: Title VIII
Triple: [Title VIII Community Living Assistance Services and Supports, titleNumberWithinACA, Title VIII]
Generated description
Title VIII is a section of the Affordable Care Act that established the Community Living Assistance Services and Supports (CLASS) program, a voluntary long-term care insurance initiative intended to help individuals with disabilities or chronic conditions live independently.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VIII
Target entity description: Title VIII is a section of the Affordable Care Act that established the Community Living Assistance Services and Supports (CLASS) program, a voluntary long-term care insurance initiative intended to help individuals with disabilities or chronic conditions live independently.
  • A. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • B. Section VIII
    Section VIII is the portion of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, inspection, testing, and certification requirements for pressure vessels.
  • C. Section Eight
    Section Eight was a film production company co-founded by director Steven Soderbergh and actor George Clooney, known for producing several acclaimed independent and studio films in the early 2000s.
  • D. Article VIII
    Article VIII is the provision of the 1948 Genocide Convention that empowers United Nations organs to take appropriate action to prevent and suppress acts of genocide.
  • E. Article VIII
    Article VIII is a provision of the Biological Weapons Convention that addresses the treaty’s relationship with other international agreements and obligations, reinforcing that its implementation should support and not undermine broader disarmament and security frameworks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleNumberWithinACA
Context triple: [Title VIII Community Living Assistance Services and Supports, titleNumberWithinACA, Title VIII]
  • A. titleNumber chosen
    Indicates the numerical designation or sequence number assigned to a title within an ordered set of titles.
  • B. clauseNumber
    Indicates the specific numbered position or identifier assigned to a clause within a larger document or agreement.
  • C. publicLawNumber
    Indicates the specific public law identifier associated with a legislative act or statute.
  • D. opusNumber
    Indicates that a creative work is assigned a specific opus number identifying its place within a creator’s catalog or chronological sequence of works.
  • E. SSNumber
    Indicates that an entity has a specific Social Security Number assigned to it.
  • F. None of above.

Provenance (6 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcab0a1c8190a1b0ca48ebc95b31 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6651d48190915581eca783cf3b completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
PD Predicate disambiguation batch_69aef909c9c88190b09d48dad325a83c completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:39 p.m.