Triple

T9592460
Position Surface form Disambiguated ID Type / Status
Subject Farrar, Straus and Giroux E231448 entity
Predicate hasPublished P80 FINISHED
Object Thomas Piketty E790057 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: Thomas Piketty | Statement: [Farrar, Straus and Giroux, hasPublished, Thomas Piketty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Piketty
Context triple: [Farrar, Straus and Giroux, hasPublished, Thomas Piketty]
  • A. Thomas Piketty chosen
    Thomas Piketty is a French economist renowned for his influential work on income and wealth inequality, particularly through his book "Capital in the Twenty-First Century."
  • B. Jean Drèze
    Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
  • C. Gabriel Zucman
    Gabriel Zucman is a French economist known for his influential research on wealth inequality, tax havens, and the measurement of global financial secrecy.
  • D. Emmanuel Saez
    Emmanuel Saez is a French-American economist renowned for his influential research on income and wealth inequality and optimal taxation policy.
  • E. Loïc Wacquant
    Loïc Wacquant is a French sociologist and social theorist known for his work on urban marginality, the penal state, and the body, often combining ethnography with critical theory.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
Created at: March 30, 2026, 8:07 p.m.