Triple

T81008
Position Surface form Disambiguated ID Type / Status
Subject Thomas Malthus E1626 entity
Predicate memberOf P10 FINISHED
Object Political Economy Club
The Political Economy Club was an influential early 19th-century London discussion group of leading economists and public figures that helped shape classical economic thought and policy.
 E5967 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: Political Economy Club | Statement: [Thomas Malthus, memberOf, Political Economy Club]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Political Economy Club
Context triple: [Thomas Malthus, memberOf, Political Economy Club]
  • A. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • B. Council on Foreign Relations
    The Council on Foreign Relations is a prominent U.S. think tank and membership organization specializing in foreign policy and international affairs.
  • C. Faculty of Economics and Political Science
    The Faculty of Economics and Political Science is a prominent academic faculty of Cairo University specializing in economics, political science, statistics, and related social sciences.
  • D. American Philosophical Society
    The American Philosophical Society is a prestigious scholarly organization founded in 1743 by Benjamin Franklin, dedicated to promoting knowledge in the sciences and humanities through research, publications, and meetings.
  • E. Universitas 21
    Universitas 21 is an international network of leading research-intensive universities that collaborate to promote global higher education and research excellence.
  • 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: Political Economy Club
Triple: [Thomas Malthus, memberOf, Political Economy Club]
Generated description
The Political Economy Club was an influential early 19th-century London discussion group of leading economists and public figures that helped shape classical economic thought and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Political Economy Club
Target entity description: The Political Economy Club was an influential early 19th-century London discussion group of leading economists and public figures that helped shape classical economic thought and policy.
  • A. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • B. Council for the Economy
    The Council for the Economy is a Vatican body that oversees and coordinates the financial and administrative activities of the Holy See and Vatican City.
  • C. Council on Foreign Relations
    The Council on Foreign Relations is a prominent U.S. think tank and membership organization specializing in foreign policy and international affairs.
  • D. Faculty of Economics and Political Science
    The Faculty of Economics and Political Science is a prominent academic faculty of Cairo University specializing in economics, political science, statistics, and related social sciences.
  • E. American Philosophical Society
    The American Philosophical Society is a prestigious scholarly organization founded in 1743 by Benjamin Franklin, dedicated to promoting knowledge in the sciences and humanities through research, publications, and meetings.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f354d088190972791051d2d99f8 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2555394f881909f01ec05c75ff63d completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a256c4dc84819098c62b776c9ec80d completed Feb. 28, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a2577fd0c08190b6131261712d28b3 completed Feb. 28, 2026, 2:48 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.