Triple

T9169785
Position Surface form Disambiguated ID Type / Status
Subject Mahbub ul Haq E220052 entity
Predicate founded P104 FINISHED
Object Human Development Centre
The Human Development Centre is a policy research institution focused on human development issues in South Asia, established to advance the ideas and work of economist Mahbub ul Haq.
E782670 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: Human Development Centre | Statement: [Mahbub ul Haq, founded, Human Development Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Development Centre
Context triple: [Mahbub ul Haq, founded, Human Development Centre]
  • A. Mahbub ul Haq Research Centre
    Mahbub ul Haq Research Centre is a policy-focused research institute at the Lahore University of Management Sciences dedicated to advancing work on human development, inequality, and inclusive growth in Pakistan and beyond.
  • B. Center for Development Economics
    The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
  • C. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • D. Oxford Poverty and Human Development Initiative
    The Oxford Poverty and Human Development Initiative is a research center at the University of Oxford that specializes in measuring and analyzing multidimensional poverty to inform policy and development practice worldwide.
  • E. International Centre for Human Rights and Democratic Development
    The International Centre for Human Rights and Democratic Development was a Canadian publicly funded institution that promoted human rights and democratic governance worldwide through research, advocacy, and support for civil society.
  • 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: Human Development Centre
Triple: [Mahbub ul Haq, founded, Human Development Centre]
Generated description
The Human Development Centre is a policy research institution focused on human development issues in South Asia, established to advance the ideas and work of economist Mahbub ul Haq.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Development Centre
Target entity description: The Human Development Centre is a policy research institution focused on human development issues in South Asia, established to advance the ideas and work of economist Mahbub ul Haq.
  • A. Mahbub ul Haq Research Centre
    Mahbub ul Haq Research Centre is a policy-focused research institute at the Lahore University of Management Sciences dedicated to advancing work on human development, inequality, and inclusive growth in Pakistan and beyond.
  • B. Center for Development Economics
    The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
  • C. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • D. Oxford Poverty and Human Development Initiative
    The Oxford Poverty and Human Development Initiative is a research center at the University of Oxford that specializes in measuring and analyzing multidimensional poverty to inform policy and development practice worldwide.
  • E. International Centre for Human Rights and Democratic Development
    The International Centre for Human Rights and Democratic Development was a Canadian publicly funded institution that promoted human rights and democratic governance worldwide through research, advocacy, and support for civil society.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaae0f3148190b111b22902cdb86c completed April 1, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0549746b0819099c2a591900f9c8c completed April 4, 2026, midnight
NEDg Description generation batch_69d0558aeb7c8190a638e81bd0a6b47a completed April 4, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69d0598de6388190a535748893dfb09c completed April 4, 2026, 12:21 a.m.
Created at: March 30, 2026, 7:22 p.m.