Triple

T16026772
Position Surface form Disambiguated ID Type / Status
Subject Union of International Associations E388735 entity
Predicate maintains P1580 FINISHED
Object Encyclopedia of World Problems and Human Potential
The Encyclopedia of World Problems and Human Potential is a comprehensive reference work that maps global issues, their interconnections, and related human development concepts to support research, policy, and transformative action.
E1190019 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: Encyclopedia of World Problems and Human Potential | Statement: [Union of International Associations, maintains, Encyclopedia of World Problems and Human Potential]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Encyclopedia of World Problems and Human Potential
Context triple: [Union of International Associations, maintains, Encyclopedia of World Problems and Human Potential]
  • A. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • B. The Study of Man
    The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
  • C. What’s Wrong with the World
    "What’s Wrong with the World" is a 1910 collection of essays by G. K. Chesterton in which he critiques modern social and political trends and defends traditional Christian and family values.
  • D. The Livelihood of Man
    The Livelihood of Man is a posthumously published work by economic historian Karl Polanyi that explores the historical and social foundations of economic systems and critiques market-centered theories.
  • E. An Atlas of the Difficult World
    An Atlas of the Difficult World is a 1991 poetry collection by Adrienne Rich that reflects on American history, politics, and personal experience through formally inventive, socially engaged verse.
  • 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: Encyclopedia of World Problems and Human Potential
Triple: [Union of International Associations, maintains, Encyclopedia of World Problems and Human Potential]
Generated description
The Encyclopedia of World Problems and Human Potential is a comprehensive reference work that maps global issues, their interconnections, and related human development concepts to support research, policy, and transformative action.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Encyclopedia of World Problems and Human Potential
Target entity description: The Encyclopedia of World Problems and Human Potential is a comprehensive reference work that maps global issues, their interconnections, and related human development concepts to support research, policy, and transformative action.
  • A. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • B. The Study of Man
    The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
  • C. What’s Wrong with the World
    "What’s Wrong with the World" is a 1910 collection of essays by G. K. Chesterton in which he critiques modern social and political trends and defends traditional Christian and family values.
  • D. The Livelihood of Man
    The Livelihood of Man is a posthumously published work by economic historian Karl Polanyi that explores the historical and social foundations of economic systems and critiques market-centered theories.
  • E. An Atlas of the Difficult World
    An Atlas of the Difficult World is a 1991 poetry collection by Adrienne Rich that reflects on American history, politics, and personal experience through formally inventive, socially engaged verse.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18328707c8190b9a444c78faaaa04 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf31c8d8819096c562ba1453f3c0 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:56 a.m.