Triple

T60488
Position Surface form Disambiguated ID Type / Status
Subject Sydney Peace Prize E1200 entity
Predicate hasRecipient P108 FINISHED
Object Joseph Stiglitz
Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
E6722 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: Joseph Stiglitz | Statement: [Sydney Peace Prize, hasRecipient, Joseph Stiglitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Stiglitz
Context triple: [Sydney Peace Prize, hasRecipient, Joseph Stiglitz]
  • A. Partha Dasgupta
    Partha Dasgupta is a prominent Indian-British economist renowned for his pioneering work in environmental and ecological economics, particularly on the economics of biodiversity and sustainable development.
  • B. 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.
  • C. John Maynard Keynes
    John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
  • D. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • E. John Nash
    John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
  • 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: Joseph Stiglitz
Triple: [Sydney Peace Prize, hasRecipient, Joseph Stiglitz]
Generated description
Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Stiglitz
Target entity description: Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • A. Partha Dasgupta
    Partha Dasgupta is a prominent Indian-British economist renowned for his pioneering work in environmental and ecological economics, particularly on the economics of biodiversity and sustainable development.
  • B. 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.
  • C. John Maynard Keynes
    John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
  • D. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • E. John Nash
    John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
  • 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a24ee244548190bd0e5c01233cbad8 completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25ab7ec3881909356c659f4664fb8 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25ba89b70819086966936d11a8dcf completed Feb. 28, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69a25c29bf708190966d4a036ae69f10 completed Feb. 28, 2026, 3:08 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.