Triple

T28449919
Position Surface form Disambiguated ID Type / Status
Subject Anthony Atkinson E716546 entity
Predicate notableWork P4 FINISHED
Object The Economic Consequences of Rolling Back the Welfare State
"The Economic Consequences of Rolling Back the Welfare State" is an influential economic analysis by Anthony Atkinson examining how reducing welfare provisions affects inequality, poverty, and overall economic performance.
 E1819917 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: The Economic Consequences of Rolling Back the Welfare State | Statement: [Anthony Atkinson, notableWork, The Economic Consequences of Rolling Back the Welfare State]
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: The Economic Consequences of Rolling Back the Welfare State
Triple: [Anthony Atkinson, notableWork, The Economic Consequences of Rolling Back the Welfare State]
Generated description
"The Economic Consequences of Rolling Back the Welfare State" is an influential economic analysis by Anthony Atkinson examining how reducing welfare provisions affects inequality, poverty, and overall economic performance.

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_69efd6b76f8c8190a7ba908aca280942 completed April 27, 2026, 9:35 p.m.
NER Named-entity recognition batch_69f64e70e04c819090dd3e66f7f13ca0 completed May 2, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a164189b8ac8190af1dcc00ba7af41c completed May 27, 2026, 12:57 a.m.
NEDg Description generation batch_6a1643ad8de88190a816be07516c73bc completed May 27, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_6a16440f3f8081909cb0f6c38c98e798 completed May 27, 2026, 1:08 a.m.
Created at: April 28, 2026, 1:51 a.m.