Triple

T13755017
Position Surface form Disambiguated ID Type / Status
Subject Democracy: The God That Failed E330452 entity
Predicate hasPart P35 FINISHED
Object On Free Immigration and Forced Integration
"On Free Immigration and Forced Integration" is an essay by Hans-Hermann Hoppe that critiques open-border immigration policies from a libertarian and property-rights perspective.
E1060533 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: On Free Immigration and Forced Integration | Statement: [Democracy: The God That Failed, hasPart, On Free Immigration and Forced Integration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Free Immigration and Forced Integration
Context triple: [Democracy: The God That Failed, hasPart, On Free Immigration and Forced Integration]
  • A. Towards a Just Immigration Policy
    "Towards a Just Immigration Policy" is a work by Ann Dummett that argues for fair, humane, and non-discriminatory principles to guide immigration law and practice.
  • B. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • C. Immigrance
    Immigrance is a 2019 jazz-fusion album by the instrumental ensemble Snarky Puppy, known for its intricate arrangements and global musical influences.
  • D. The Rights of Others: Aliens, Residents and Citizens
    The Rights of Others: Aliens, Residents and Citizens is a political philosophy book by Seyla Benhabib that examines how liberal democracies should ethically and legally respond to migrants, refugees, and non-citizens in an era of globalization.
  • E. Exile, Statelessness, and Migration
    Exile, Statelessness, and Migration is a philosophical and political theory book by Seyla Benhabib that examines the ethical and legal challenges of borders, citizenship, and the rights of migrants and refugees in a globalized world.
  • 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: On Free Immigration and Forced Integration
Triple: [Democracy: The God That Failed, hasPart, On Free Immigration and Forced Integration]
Generated description
"On Free Immigration and Forced Integration" is an essay by Hans-Hermann Hoppe that critiques open-border immigration policies from a libertarian and property-rights perspective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Free Immigration and Forced Integration
Target entity description: "On Free Immigration and Forced Integration" is an essay by Hans-Hermann Hoppe that critiques open-border immigration policies from a libertarian and property-rights perspective.
  • A. Towards a Just Immigration Policy
    "Towards a Just Immigration Policy" is a work by Ann Dummett that argues for fair, humane, and non-discriminatory principles to guide immigration law and practice.
  • B. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • C. Immigrance
    Immigrance is a 2019 jazz-fusion album by the instrumental ensemble Snarky Puppy, known for its intricate arrangements and global musical influences.
  • D. The Rights of Others: Aliens, Residents and Citizens
    The Rights of Others: Aliens, Residents and Citizens is a political philosophy book by Seyla Benhabib that examines how liberal democracies should ethically and legally respond to migrants, refugees, and non-citizens in an era of globalization.
  • E. Exile, Statelessness, and Migration
    Exile, Statelessness, and Migration is a philosophical and political theory book by Seyla Benhabib that examines the ethical and legal challenges of borders, citizenship, and the rights of migrants and refugees in a globalized world.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02179c948190a652cc8c586e418f completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a859e6748190aa1899830a02b710 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91deb3c8190ad2be7f1ca99ac9b completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:09 p.m.