Triple

T1968049
Position Surface form Disambiguated ID Type / Status
Subject Human Development Index E42733 entity
Predicate introducedBy P513 FINISHED
Object Mahbub ul Haq
Mahbub ul Haq was a Pakistani economist and visionary development thinker best known for pioneering the human development paradigm and co-founding the Human Development Reports at the United Nations.
 E220052 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: Mahbub ul Haq | Statement: [Human Development Index, introducedBy, Mahbub ul Haq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mahbub ul Haq
Context triple: [Human Development Index, introducedBy, Mahbub ul Haq]
  • A. René Cassin
    René Cassin was a French jurist, Nobel Peace Prize laureate, and key architect of modern human rights law.
  • B. John Humphrey
    John Humphrey was a Canadian legal scholar and human rights advocate best known as the principal drafter of the Universal Declaration of Human Rights.
  • C. Amartya Sen
    Amartya Sen is an Indian economist and philosopher renowned for his work on welfare economics, social choice theory, and development, and a Nobel Memorial Prize laureate in Economic Sciences.
  • D. Quincy Wright
    Quincy Wright was an influential American political scientist and international law scholar known for his pioneering work on war, peace, and international relations.
  • E. Youssef Boutros-Ghali
    Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
  • 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: Mahbub ul Haq
Triple: [Human Development Index, introducedBy, Mahbub ul Haq]
Generated description
Mahbub ul Haq was a Pakistani economist and visionary development thinker best known for pioneering the human development paradigm and co-founding the Human Development Reports at the United Nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mahbub ul Haq
Target entity description: Mahbub ul Haq was a Pakistani economist and visionary development thinker best known for pioneering the human development paradigm and co-founding the Human Development Reports at the United Nations.
  • A. René Cassin
    René Cassin was a French jurist, Nobel Peace Prize laureate, and key architect of modern human rights law.
  • B. John Humphrey
    John Humphrey was a Canadian legal scholar and human rights advocate best known as the principal drafter of the Universal Declaration of Human Rights.
  • C. Amartya Sen
    Amartya Sen is an Indian economist and philosopher renowned for his work on welfare economics, social choice theory, and development, and a Nobel Memorial Prize laureate in Economic Sciences.
  • D. Quincy Wright
    Quincy Wright was an influential American political scientist and international law scholar known for his pioneering work on war, peace, and international relations.
  • E. Youssef Boutros-Ghali
    Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3cf15048190a51f73ed85e1b958 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd777608190b86d6edc68ff5d9b completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc81697c8190b0dd847649f28923 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfdc8a7f481909b2ee0b4444cf4b9 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.