Triple

T4052498
Position Surface form Disambiguated ID Type / Status
Subject Lester R. Brown E84615 entity
Predicate founded P104 FINISHED
Object Worldwatch Institute
Worldwatch Institute is an environmental research organization known for its influential analyses of global sustainability, resource use, and ecological challenges.
E409777 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: Worldwatch Institute | Statement: [Lester R. Brown, founded, Worldwatch Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Worldwatch Institute
Context triple: [Lester R. Brown, founded, Worldwatch Institute]
  • A. World Resources Institute
    The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
  • B. International Institute for Environment and Development
    The International Institute for Environment and Development is a leading independent policy research organization focused on sustainable development and environmental justice worldwide.
  • C. Conservation International
    Conservation International is a global environmental nonprofit organization dedicated to protecting nature and biodiversity to ensure a sustainable future for people and the planet.
  • D. Pearce Institute
    The Pearce Institute is a historic community and cultural centre in Govan, Glasgow, known for hosting local social, educational, and arts activities.
  • E. Club of Rome
    The Club of Rome is a global think tank founded in 1968, best known for its influential "The Limits to Growth" report on sustainability, resource depletion, and long-term planetary challenges.
  • 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: Worldwatch Institute
Triple: [Lester R. Brown, founded, Worldwatch Institute]
Generated description
Worldwatch Institute is an environmental research organization known for its influential analyses of global sustainability, resource use, and ecological challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Worldwatch Institute
Target entity description: Worldwatch Institute is an environmental research organization known for its influential analyses of global sustainability, resource use, and ecological challenges.
  • A. World Resources Institute
    The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
  • B. International Institute for Environment and Development
    The International Institute for Environment and Development is a leading independent policy research organization focused on sustainable development and environmental justice worldwide.
  • C. Conservation International
    Conservation International is a global environmental nonprofit organization dedicated to protecting nature and biodiversity to ensure a sustainable future for people and the planet.
  • D. Pearce Institute
    The Pearce Institute is a historic community and cultural centre in Govan, Glasgow, known for hosting local social, educational, and arts activities.
  • E. Club of Rome
    The Club of Rome is a global think tank founded in 1968, best known for its influential "The Limits to Growth" report on sustainability, resource depletion, and long-term planetary challenges.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb869c34819097ec3bebe402d37b completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b55659256081909154569cedd1694a completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b5572b27c48190989311cef00b5f44 completed March 14, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69b55b333ffc8190a5df8b8d7bffa77f completed March 14, 2026, 12:57 p.m.
Created at: March 9, 2026, 3:37 p.m.