Triple

T5712294
Position Surface form Disambiguated ID Type / Status
Subject Dani Rodrik E125935 entity
Predicate influencedBy P9 FINISHED
Object Albert O. Hirschman
Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
E541659 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: Albert O. Hirschman | Statement: [Dani Rodrik, influencedBy, Albert O. Hirschman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Albert O. Hirschman
Context triple: [Dani Rodrik, influencedBy, Albert O. Hirschman]
  • A. Gabriel A. Almond
    Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
  • B. Robert A. Dahl
    Robert A. Dahl was a highly influential American political scientist best known for his work on pluralist democracy and theories of political power.
  • C. Roberto Mangabeira Unger
    Roberto Mangabeira Unger is a Brazilian philosopher, social theorist, and politician known for his influential work in critical legal studies and his proposals for radical democratic and economic reform.
  • D. Sheldon Wolin
    Sheldon Wolin was an influential American political theorist best known for his work on democracy, power, and the concept of “inverted totalitarianism.”
  • E. Juan J. Linz
    Juan J. Linz was a prominent Spanish-American political sociologist best known for his influential work on authoritarianism, totalitarianism, and democratic breakdowns.
  • 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: Albert O. Hirschman
Triple: [Dani Rodrik, influencedBy, Albert O. Hirschman]
Generated description
Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Albert O. Hirschman
Target entity description: Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
  • A. Gabriel A. Almond
    Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
  • B. Robert A. Dahl
    Robert A. Dahl was a highly influential American political scientist best known for his work on pluralist democracy and theories of political power.
  • C. Roberto Mangabeira Unger
    Roberto Mangabeira Unger is a Brazilian philosopher, social theorist, and politician known for his influential work in critical legal studies and his proposals for radical democratic and economic reform.
  • D. Sheldon Wolin
    Sheldon Wolin was an influential American political theorist best known for his work on democracy, power, and the concept of “inverted totalitarianism.”
  • E. Juan J. Linz
    Juan J. Linz was a prominent Spanish-American political sociologist best known for his influential work on authoritarianism, totalitarianism, and democratic breakdowns.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.