Triple

T11075523
Position Surface form Disambiguated ID Type / Status
Subject University of Central Asia E261854 entity
Predicate hasComponent P35 FINISHED
Object Graduate School of Development
The Graduate School of Development is an academic unit of the University of Central Asia focused on research, policy, and graduate education related to social and economic development in Central Asia.
 E902927 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: Graduate School of Development | Statement: [University of Central Asia, hasComponent, Graduate School of Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Development
Context triple: [University of Central Asia, hasComponent, Graduate School of Development]
  • A. Faculty of Development Studies
    The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
  • B. Graduate School of Social Sciences
    The Graduate School of Social Sciences at Ege University is a postgraduate academic unit that coordinates and offers master’s and doctoral programs across various disciplines in the social sciences.
  • C. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate division of Hosei University specializing in advanced research and education in the social sciences.
  • D. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Middle East Technical University that oversees and coordinates advanced education and research programs in the social sciences.
  • E. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Hasan Kalyoncu University that offers advanced degrees and research programs in various social science disciplines.
  • 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: Graduate School of Development
Triple: [University of Central Asia, hasComponent, Graduate School of Development]
Generated description
The Graduate School of Development is an academic unit of the University of Central Asia focused on research, policy, and graduate education related to social and economic development in Central Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Development
Target entity description: The Graduate School of Development is an academic unit of the University of Central Asia focused on research, policy, and graduate education related to social and economic development in Central Asia.
  • A. Faculty of Development Studies
    The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
  • B. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate division of Hosei University specializing in advanced research and education in the social sciences.
  • C. Graduate School of Social Sciences
    The Graduate School of Social Sciences at Ege University is a postgraduate academic unit that coordinates and offers master’s and doctoral programs across various disciplines in the social sciences.
  • D. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Middle East Technical University that oversees and coordinates advanced education and research programs in the social sciences.
  • E. Graduate School of Social Sciences
    The Graduate School of Social Sciences is a postgraduate academic unit of Hasan Kalyoncu University that offers advanced degrees and research programs in various social science disciplines.
  • 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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7994efb608190a81bc8c4d16ddbd0 completed April 9, 2026, 12:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8cc77988190aad54f56dbd0f8cf completed April 18, 2026, 6:09 p.m.
NEDg Description generation batch_69e3cefc00148190a1850dc6e31523c3 completed April 18, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69e3d014a644819092c76aa02b573ca9 completed April 18, 2026, 6:40 p.m.
Created at: April 8, 2026, 9:26 p.m.