Triple

T153448
Position Surface form Disambiguated ID Type / Status
Subject Right Livelihood Award E3479 entity
Predicate hasLaureate P1618 FINISHED
Object Herman Daly
Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
 E18625 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: Herman Daly | Statement: [Right Livelihood Award, hasLaureate, Herman Daly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herman Daly
Context triple: [Right Livelihood Award, hasLaureate, Herman Daly]
  • A. Joseph Stiglitz
    Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • B. Gretchen C. Daily
    Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
  • C. Paul R. Ehrlich
    Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
  • D. James Lovelock
    James Lovelock was an independent British scientist and environmentalist best known for proposing the Gaia hypothesis, which views Earth as a self-regulating, living system.
  • E. Robert O. Keohane
    Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
  • 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: Herman Daly
Triple: [Right Livelihood Award, hasLaureate, Herman Daly]
Generated description
Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herman Daly
Target entity description: Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
  • A. Joseph Stiglitz
    Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • B. Gretchen C. Daily
    Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
  • C. Paul R. Ehrlich
    Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
  • D. James Lovelock
    James Lovelock was an independent British scientist and environmentalist best known for proposing the Gaia hypothesis, which views Earth as a self-regulating, living system.
  • E. Robert O. Keohane
    Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a25810799c8190a515a39169126e46 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2c93d3cb08190a475da4716d9e3cb completed Feb. 28, 2026, 10:53 a.m.
NEDg Description generation batch_69a2ca66debc8190a7fc7bd1fe3df1e0 completed Feb. 28, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69a2cacda4f8819087b4456eda09d239 completed Feb. 28, 2026, 11 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.