Triple

T17226360
Position Surface form Disambiguated ID Type / Status
Subject James Kwak E418123 entity
Predicate coAuthorWith P398 FINISHED
Object Dean Baker
Dean Baker is an American economist and co-founder of the Center for Economic and Policy Research, known for his critical analyses of economic policy, inequality, and financial markets.
 E1257581 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: Dean Baker | Statement: [James Kwak, coAuthorWith, Dean Baker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dean Baker
Context triple: [James Kwak, coAuthorWith, Dean Baker]
  • A. Robert C. Murphy
    Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
  • B. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • C. Robert P. Murphy
    Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
  • D. Austan Goolsbee
    Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
  • E. James K. Galbraith
    James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
  • 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: Dean Baker
Triple: [James Kwak, coAuthorWith, Dean Baker]
Generated description
Dean Baker is an American economist and co-founder of the Center for Economic and Policy Research, known for his critical analyses of economic policy, inequality, and financial markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dean Baker
Target entity description: Dean Baker is an American economist and co-founder of the Center for Economic and Policy Research, known for his critical analyses of economic policy, inequality, and financial markets.
  • A. Robert C. Murphy
    Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
  • B. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • C. Robert P. Murphy
    Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
  • D. Austan Goolsbee
    Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
  • E. James K. Galbraith
    James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42de1674c81909ca9e87fa9153640 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675cc70881909cf39b2e229f5d1e completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a5f58408190b42a8da742aa2f5b completed May 11, 2026, 5:34 a.m.
NED2 Entity disambiguation (via description) batch_6a016b0e72588190b1ba2b45f0425d3d completed May 11, 2026, 5:37 a.m.
Created at: April 10, 2026, 5:38 a.m.