Triple

T31005608
Position Surface form Disambiguated ID Type / Status
Subject The Elasticity of Taxable Income: Evidence and Implications E790055 entity
Predicate relatedWork P37 FINISHED
Object Top Incomes and the Great Recession: Recent Evolutions and Policy Implications
"Top Incomes and the Great Recession: Recent Evolutions and Policy Implications" is an academic study analyzing how the Great Recession affected the distribution of top incomes and drawing conclusions for tax and economic policy.
E1942476 NE FINISHED

How this triple was built (2 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: Top Incomes and the Great Recession: Recent Evolutions and Policy Implications | Statement: [The Elasticity of Taxable Income: Evidence and Implications, relatedWork, Top Incomes and the Great Recession: Recent Evolutions and Policy Implications]
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: Top Incomes and the Great Recession: Recent Evolutions and Policy Implications
Triple: [The Elasticity of Taxable Income: Evidence and Implications, relatedWork, Top Incomes and the Great Recession: Recent Evolutions and Policy Implications]
Generated description
"Top Incomes and the Great Recession: Recent Evolutions and Policy Implications" is an academic study analyzing how the Great Recession affected the distribution of top incomes and drawing conclusions for tax and economic policy.

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_69f224c73ca48190a1e46cb58ad4045b completed April 29, 2026, 3:33 p.m.
NER Named-entity recognition batch_69f6944430108190b36efc8067a73f90 completed May 3, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a2918366c448190839e5d1538e616e7 completed June 10, 2026, 7:54 a.m.
NEDg Description generation batch_6a2919bc8e548190bcfb5cd9255d83f8 completed June 10, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_6a291a7f7804819099458886138be398 completed June 10, 2026, 8:04 a.m.
Created at: April 29, 2026, 8:57 p.m.