Triple

T1968107
Position Surface form Disambiguated ID Type / Status
Subject Human Development Report E42734 entity
Predicate foundingContributor P446 FINISHED
Object Mahbub ul Haq E220052 NE FINISHED

How this triple was built (3 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 Report, foundingContributor, Mahbub ul Haq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahbub ul Haq
Context triple: [Human Development Report, foundingContributor, Mahbub ul Haq]
  • A. Mahbub ul Haq chosen
    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.
  • B. René Cassin
    René Cassin was a French jurist, Nobel Peace Prize laureate, and key architect of modern human rights law.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: foundingContributor
Context triple: [Human Development Report, foundingContributor, Mahbub ul Haq]
  • A. foundingMember chosen
    Indicates that an entity is one of the original creators or initial participants involved in establishing another entity, such as an organization, group, or project.
  • B. cofounderOf
    Indicates that a person jointly established or created an organization, company, or project with one or more other founders.
  • C. founder
    Indicates that an entity established, created, or started another entity such as an organization, institution, or company.
  • D. wasFoundedBy
    Indicates that an organization, institution, or entity came into existence through the initiating action or establishment by a specific founder or founding group.
  • E. founderWrote
    Indicates that an entity who is a founder of something is also the author or writer of a specified work or text.
  • F. None of above.

Provenance (4 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_69ae03211fe48190b70814bdd35e8a6b completed March 8, 2026, 11:15 p.m.
PD Predicate disambiguation batch_69abaff7d4a48190ab0d51aefb1c4e31 completed March 7, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:36 p.m.