Triple

T6812385
Position Surface form Disambiguated ID Type / Status
Subject Improving America’s Schools Act of 1994 E156666 entity
Predicate shortName P43 FINISHED
Object IASA
IASA is a major 1994 U.S. federal education law that reauthorized and reformed the Elementary and Secondary Education Act to raise academic standards and accountability in public schools.
 E622372 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: IASA | Statement: [Improving America’s Schools Act of 1994, shortName, IASA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IASA
Context triple: [Improving America’s Schools Act of 1994, shortName, IASA]
  • A. IAS
    IAS is India’s premier civil service responsible for administrative leadership and implementation of government policies at the central and state levels.
  • B. IAS
    IAS is the commonly used abbreviation for the Indian Academy of Sciences, a premier scientific society in India dedicated to promoting and advancing science.
  • C. IAU
    IAU is a global higher education organization that promotes collaboration, policy dialogue, and research among universities and academic institutions worldwide.
  • D. IOSA
    IOSA is the International Air Transport Association’s global safety audit program that assesses and certifies the operational management and control systems of airlines.
  • E. IASC
    IASC is the abbreviation for the Indian Army Service Corps, the logistics and supply branch responsible for provisioning and transport within the Indian Army.
  • 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: IASA
Triple: [Improving America’s Schools Act of 1994, shortName, IASA]
Generated description
IASA is a major 1994 U.S. federal education law that reauthorized and reformed the Elementary and Secondary Education Act to raise academic standards and accountability in public schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IASA
Target entity description: IASA is a major 1994 U.S. federal education law that reauthorized and reformed the Elementary and Secondary Education Act to raise academic standards and accountability in public schools.
  • A. IAS
    IAS is India’s premier civil service responsible for administrative leadership and implementation of government policies at the central and state levels.
  • B. IAS
    IAS is the commonly used abbreviation for the Indian Academy of Sciences, a premier scientific society in India dedicated to promoting and advancing science.
  • C. IAU
    IAU is a global higher education organization that promotes collaboration, policy dialogue, and research among universities and academic institutions worldwide.
  • D. IOSA
    IOSA is the International Air Transport Association’s global safety audit program that assesses and certifies the operational management and control systems of airlines.
  • E. IASC
    IASC is the abbreviation for the Indian Army Service Corps, the logistics and supply branch responsible for provisioning and transport within the Indian Army.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d329861881909f65bd1017ea384b completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723d775a48190bfdf5b6a52339833 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724a4f64481908676d15a09e9db28 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c725814d188190bd158292b34a553f completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:17 p.m.