Triple

T6421421
Position Surface form Disambiguated ID Type / Status
Subject Individuals with Disabilities Education Act Part C E127951 entity
Predicate requires P100 FINISHED
Object Individualized Family Service Plan
An Individualized Family Service Plan is a written, family-centered plan that outlines early intervention services and supports for infants and toddlers with developmental delays or disabilities and their families.
E591984 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: Individualized Family Service Plan | Statement: [Individuals with Disabilities Education Act Part C, requires, Individualized Family Service Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Individualized Family Service Plan
Context triple: [Individuals with Disabilities Education Act Part C, requires, Individualized Family Service Plan]
  • A. Individuals with Disabilities Education Act Part C
    Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
  • B. IEP
    IEP is the stock ticker symbol for Icahn Enterprises L.P., a diversified holding company led by investor Carl Icahn with interests in sectors such as energy, automotive, food packaging, real estate, and investment.
  • C. Individuals with Disabilities Education Act Part B
    Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
  • D. Family Violence Prevention and Services Program
    The Family Violence Prevention and Services Program is a U.S. federal initiative that funds and supports shelters, services, and prevention efforts for survivors of domestic and family violence.
  • E. Adoption Assistance Program
    The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
  • 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: Individualized Family Service Plan
Triple: [Individuals with Disabilities Education Act Part C, requires, Individualized Family Service Plan]
Generated description
An Individualized Family Service Plan is a written, family-centered plan that outlines early intervention services and supports for infants and toddlers with developmental delays or disabilities and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Individualized Family Service Plan
Target entity description: An Individualized Family Service Plan is a written, family-centered plan that outlines early intervention services and supports for infants and toddlers with developmental delays or disabilities and their families.
  • A. Individuals with Disabilities Education Act Part C
    Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
  • B. IEP
    IEP is the stock ticker symbol for Icahn Enterprises L.P., a diversified holding company led by investor Carl Icahn with interests in sectors such as energy, automotive, food packaging, real estate, and investment.
  • C. Individuals with Disabilities Education Act Part B
    Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
  • D. Family Violence Prevention and Services Program
    The Family Violence Prevention and Services Program is a U.S. federal initiative that funds and supports shelters, services, and prevention efforts for survivors of domestic and family violence.
  • E. Adoption Assistance Program
    The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
  • 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06903f67c8190a1e5babeede4e183 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640d8f7548190a8e0433df56b77f3 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c64142633c819094c3bbdabd8f7951 completed March 27, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69c641c3d3188190bcf6bede4c90dc9d completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:43 p.m.