Triple

T23196977
Position Surface form Disambiguated ID Type / Status
Subject Non-Resident Indians E579894 entity
Predicate demographicsInclude P7875 FINISHED
Object IndianStudentsAbroad
IndianStudentsAbroad are Indian nationals pursuing education in foreign countries, forming a significant and growing segment of the global Indian diaspora.
 E1575350 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: IndianStudentsAbroad | Statement: [Non-Resident Indians, demographicsInclude, IndianStudentsAbroad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IndianStudentsAbroad
Context triple: [Non-Resident Indians, demographicsInclude, IndianStudentsAbroad]
  • A. Indian Education Service
    The Indian Education Service was a colonial-era civil service in British India responsible for administering and overseeing the government’s education system.
  • B. National Scholarship Portal
    The National Scholarship Portal is an Indian government online platform that centralizes and manages applications, processing, and disbursal of various scholarships to students across the country.
  • C. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • D. Faculty of International Students
    The Faculty of International Students is an academic division of Saratov State Medical University dedicated to educating and supporting foreign medical students in various degree programs.
  • E. UGC India
    UGC India is the University Grants Commission of India, a statutory body responsible for coordinating, determining, and maintaining standards of higher education across the country.
  • 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: IndianStudentsAbroad
Triple: [Non-Resident Indians, demographicsInclude, IndianStudentsAbroad]
Generated description
IndianStudentsAbroad are Indian nationals pursuing education in foreign countries, forming a significant and growing segment of the global Indian diaspora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IndianStudentsAbroad
Target entity description: IndianStudentsAbroad are Indian nationals pursuing education in foreign countries, forming a significant and growing segment of the global Indian diaspora.
  • A. Indian Education Service
    The Indian Education Service was a colonial-era civil service in British India responsible for administering and overseeing the government’s education system.
  • B. National Scholarship Portal
    The National Scholarship Portal is an Indian government online platform that centralizes and manages applications, processing, and disbursal of various scholarships to students across the country.
  • C. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • D. Faculty of International Students
    The Faculty of International Students is an academic division of Saratov State Medical University dedicated to educating and supporting foreign medical students in various degree programs.
  • E. UGC India
    UGC India is the University Grants Commission of India, a statutory body responsible for coordinating, determining, and maintaining standards of higher education across the country.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fdc0b8081909242fdc5cb1da517 completed April 29, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bebfe48190944c0933ea100b11 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.