Triple

T17849749
Position Surface form Disambiguated ID Type / Status
Subject John C. Flanagan E445765 entity
Predicate knownFor P22 FINISHED
Object American Institutes for Research
The American Institutes for Research is a prominent nonprofit research and evaluation organization that conducts social science and behavioral studies to inform policy and practice in areas such as education, health, and workforce development.
 E1291024 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: American Institutes for Research | Statement: [John C. Flanagan, knownFor, American Institutes for Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Institutes for Research
Context triple: [John C. Flanagan, knownFor, American Institutes for Research]
  • A. Institute of Education Sciences
    The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
  • B. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • C. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit specializing in research and advanced studies in education at Near East University.
  • D. National Academy of Education
    The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.
  • E. Institute of Educational Studies
    The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
  • 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: American Institutes for Research
Triple: [John C. Flanagan, knownFor, American Institutes for Research]
Generated description
The American Institutes for Research is a prominent nonprofit research and evaluation organization that conducts social science and behavioral studies to inform policy and practice in areas such as education, health, and workforce development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Institutes for Research
Target entity description: The American Institutes for Research is a prominent nonprofit research and evaluation organization that conducts social science and behavioral studies to inform policy and practice in areas such as education, health, and workforce development.
  • A. Institute of Education Sciences
    The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
  • B. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • C. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit specializing in research and advanced studies in education at Near East University.
  • D. National Academy of Education
    The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.
  • E. Institute of Educational Studies
    The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48ffe415c8190aed351c52b78a143 completed April 19, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030705a2788190813a088556548a4e completed May 12, 2026, 10:55 a.m.
NEDg Description generation batch_6a0307a17a4c81909a0b19b85a2d0adb completed May 12, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03080d46fc8190890000cfd0ede60e completed May 12, 2026, 10:59 a.m.
Created at: April 10, 2026, 10:16 a.m.