Triple

T4034833
Position Surface form Disambiguated ID Type / Status
Subject No Child Left Behind Act E83802 entity
Predicate includesTitle P3254 FINISHED
Object Title III – Language Instruction for Limited English Proficient and Immigrant Students
Title III – Language Instruction for Limited English Proficient and Immigrant Students is a federal education program that provides funding and guidelines to help schools support English language development and academic achievement for students who are not yet proficient in English, including recent immigrants.
E41908 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: Title III – Language Instruction for Limited English Proficient and Immigrant Students | Statement: [No Child Left Behind Act, includesTitle, Title III – Language Instruction for Limited English Proficient and Immigrant Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III – Language Instruction for Limited English Proficient and Immigrant Students
Context triple: [No Child Left Behind Act, includesTitle, Title III – Language Instruction for Limited English Proficient and Immigrant Students]
  • A. Migrant Education Program
    The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
  • B. Office of English Language Acquisition
    The Office of English Language Acquisition is a U.S. Department of Education office responsible for supporting and improving the education of English learners nationwide through policy, grants, and technical assistance.
  • C. Title VI – Language Development
    Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
  • D. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • 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 III – Language Instruction for Limited English Proficient and Immigrant Students
Triple: [No Child Left Behind Act, includesTitle, Title III – Language Instruction for Limited English Proficient and Immigrant Students]
Generated description
Title III – Language Instruction for Limited English Proficient and Immigrant Students is a federal education program that provides funding and guidelines to help schools support English language development and academic achievement for students who are not yet proficient in English, including recent immigrants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III – Language Instruction for Limited English Proficient and Immigrant Students
Target entity description: Title III – Language Instruction for Limited English Proficient and Immigrant Students is a federal education program that provides funding and guidelines to help schools support English language development and academic achievement for students who are not yet proficient in English, including recent immigrants.
  • A. Migrant Education Program
    The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
  • B. Office of English Language Acquisition chosen
    The Office of English Language Acquisition is a U.S. Department of Education office responsible for supporting and improving the education of English learners nationwide through policy, grants, and technical assistance.
  • C. Title VI – Language Development
    Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
  • D. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • F. None of above.

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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb11d92481909aaebbc250ff45b9 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5563e11708190abc9ba55b1be43a5 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a291d8c8190976e764011692ba0 completed March 14, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.