Triple

T6167429
Position Surface form Disambiguated ID Type / Status
Subject Education Sciences Reform Act of 2002 E137602 entity
Predicate shortName P43 FINISHED
Object ESRA
ESRA is a U.S. federal law that overhauled education research and statistics, creating the Institute of Education Sciences to improve the quality and use of evidence in education policy and practice.
 E572507 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: ESRA | Statement: [Education Sciences Reform Act of 2002, shortName, ESRA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ESRA
Context triple: [Education Sciences Reform Act of 2002, shortName, ESRA]
  • A. ECRA
    ECRA is a U.S. federal law that modernizes and strengthens controls on the export of sensitive technologies and goods important to national security and foreign policy.
  • B. ESGR
    ESGR is a U.S. Department of Defense program that promotes cooperation and understanding between Reserve Component service members and their civilian employers.
  • C. ESR
    ESR is the commonly used abbreviation for Eric S. Raymond, an influential American software developer and open-source advocate.
  • D. ERI
    ERI is the Earthquake Research Institute of the University of Tokyo, a leading Japanese center for seismology and earthquake-related research.
  • E. ECASA
    ECASA is a Cuban state-owned company responsible for managing and operating the country’s civil airports and air terminals.
  • 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: ESRA
Triple: [Education Sciences Reform Act of 2002, shortName, ESRA]
Generated description
ESRA is a U.S. federal law that overhauled education research and statistics, creating the Institute of Education Sciences to improve the quality and use of evidence in education policy and practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ESRA
Target entity description: ESRA is a U.S. federal law that overhauled education research and statistics, creating the Institute of Education Sciences to improve the quality and use of evidence in education policy and practice.
  • A. ECRA
    ECRA is a U.S. federal law that modernizes and strengthens controls on the export of sensitive technologies and goods important to national security and foreign policy.
  • B. ESGR
    ESGR is a U.S. Department of Defense program that promotes cooperation and understanding between Reserve Component service members and their civilian employers.
  • C. ESR
    ESR is the commonly used abbreviation for Eric S. Raymond, an influential American software developer and open-source advocate.
  • D. ERI
    ERI is the Earthquake Research Institute of the University of Tokyo, a leading Japanese center for seismology and earthquake-related research.
  • E. ECASA
    ECASA is a Cuban state-owned company responsible for managing and operating the country’s civil airports and air terminals.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d647ae48190a1db07b4f4a06e67 completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a3ea6c81908847998960c9d0eb completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c143d8090081909ec2759a7025bcfb completed March 23, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69c1444a09ac8190acfee8a878652d16 completed March 23, 2026, 1:46 p.m.
Created at: March 22, 2026, 4:17 p.m.